engineering projects reddit

Your Guide to Engineering Internships

Explore our comprehensive guide to the best engineering internships for college students.

Where to get engineering internships, who’s hiring engineering interns, and more tips below!

What is an engineer?

Engineering is a blanket term for a whole industry of innovators, designers, and problem solvers. With so many sub-categories of engineering, it’s not easy to neatly synthesize what exactly all engineers do.

7 types of engineers

While not are included, here are some different types of engineering roles to think about when assessing your career path :

  • Software engineers
  • Chemical engineers
  • Aerospace engineers
  • Industrial engineers
  • Biomedical engineers
  • Civil engineers
  • Electrical engineers

Engineering major internships

Behind your favorite inventions, products, or even the device you're reading on right now, there’s an engineering team brainstorming the next latest and greatest. Depending on the type of engineering you’re interested in, you could be coding or building inspirational and innovative content.

In any case, you’ll gain skills that range from technical, interpersonal, and problem-solving. Internship opportunities in engineering can foster mastery of using both soft and technical skills to enrich and change the way we think and how we live.

How can I get an engineering internship?

Getting an internship in engineering could not be more exciting right now considering the sheer amount of demand in various fields. Engineering internships for summer 2021 will provide you with many valuable experiences and give you a taste of what it’ll be like to work as a full-time engineer later on. You’ll connect with potential mentors , learn engineering trips and tricks, and build relationships with co-workers with a range of expertise. And of course, it’s always a plus if it’s a paid engineering internship!

The best engineering internships help students strengthen resumes, provide valuable avenues to letters of recommendation , and can even convert into full-time jobs . If you consider all of the perks of an engineering internship and find them interesting and useful, then start your engineering internship search now!

Tips for your resume and profiles

Before you start sending out applications, make sure your resume is up to date and that you have fully filled out all your Handshake profile details!

With a complete profile, the best engineering internships are more attainable than ever. Recruiters are much more likely to message a student with a complete Handshake profile that says you want to work in engineering than an unfinished one.

Tips for your internship interview

When you land your first interview, be it a virtual interview or in person, make sure to come prepared and dressed to impress. Review your resume and cover letter to make sure you have specific examples of your experience to share, from clubs or coursework. You can even schedule a mock interview with your university’s career center or, if you’re tight on time, ask a trusted friend to grill you on some common interview questions .

Tips for networking at your engineering internship

Once you’ve landed an internship in engineering and settled into your day-to-day, start chatting with your coworkers! Whether they’re industry professionals or fellow interns, it’s important to treat them with equal respect. You never know what insights they could lend, or who could be a valuable connection down the line, five or ten years from now. Don’t be afraid to ask your new colleagues out for quick coffee chats, or request 15-minute informational interviews about their career trajectory.

Want more tips for getting the most out of your engineering internship?

Looking for specific advice for engineering internships for college students? Or are you hungry for further information even after your internship is over? A good way to delve even deeper into your career path growth is to attend a virtual event or two. Not only will you be getting more advice about your own career , but there will also be chances to network with employers, industry specialists, and other students sharing different perspectives.

Jobs you can get as an engineering major

Wondering where the “engineering internships near me” are?

Internships in engineering can fall under any of the sub-majors of engineering. Internships in any type of engineering are meant to guide you towards your desired career path and your summer or fall 2021 engineering internship could kick it in the right direction.

It doesn’t matter if you’re on the hunt for engineering internships in the Bay Area, engineering internships in Los Angeles, or even engineering internships in Sonoma county. By searching through engineer career paths and utilizing Handshake filters when applying for engineering internships, you can guide yourself in the right direction.

What companies are hiring for engineering?

On the list of 500 employers hiring on Handshake , there are many companies hiring engineers for both full-time and internship roles:

  • Procter & Gamble (P&G)
  • Boeing Company

Tips and tricks for your engineering internship

Want tips for getting and acing your engineering internship? Look no further.

How do I get an engineering internship?

When searching for engineering internships, it’s key to use the location filters provided on Handshake . You’ll be able to pinpoint engineering internships easily by selecting the city you want in the search bar. Easy engineering internships in your preferred city are just a search away.

You can even research possible job roles that you might want to explore during your engineering internship. Handshake also makes it easy to learn about roles in engineering simply by using the job role search bar .

And if you want to take your research one step further, you can even research top employers in the engineering field on Handshake. Just by using the Handshake employer search feature you can discover companies that are hiring in your specific field by filtering by “Industry.”

Where can I intern as an engineer?

Some companies that would be great for engineering majors looking for internships: Kiewit, Boeing Company, or Honeywell.

Engineering internships can be found all over! Even companies that don’t seem to have a main focus in engineering are looking for bright interns to help them develop. If you feel passionate about a certain industry, reach out or find a mentor to help answer your questions.

Are engineering internships paid?

Yes, you can find paid engineering internships on Handshake by using the search filters!

How much do engineering interns make?

Engineering interns’ earnings are dependent on the employer and the field they’re working in–just like how full-time positions of each respective industry of engineering vary. For example, according to the Bureau of Labor Statistics , the average salary of a civil engineer is $87,060. Though, for an aerospace engineer, the average salary is reported as $116,500.

Are internships necessary for engineering majors?

While it's not always required, internships are key opportunities for skill growth and industry experience. Your internships will allow for building both hard and soft skills, and you’ll even network with people who could help you down the line.

When should you do an engineering internship?

It’s always a good idea to start earlier, rather than later when it comes to internships! Once you’re adjusted to your university workload and other engagements, you should apply to a few internships that seem interesting to you–even if they don’t exactly line up with your major.

If you’re unsure about how busy you’ll be later on in college, it never hurts to speak with your career advisor or an upperclassmen in the same major. That way you’ll get an idea of what your schedule might be like and then can begin thinking about when to start applying for an engineering internship.

What does an engineering intern do?

Engineering interns learn how to plan and execute technical production, communicate their visions effectively, and collaborate with a team on a shared goal. As an intern you might be expected to take care of some basic tasks and then move further up once you’ve grasped them.

What companies have engineer internships?

Some companies that would be great for engineering majors looking for internships: Kiewit, Kimley-Horn, or Honeywell.

What can you learn from an engineering internship?

During your engineering internship, you’ll learn some great soft skills like time management, accountability, organization, and teamwork. Additionally, you’ll be immersed in the world of engineering which will help develop knowledge of quantitative aptitude, how to manage engineering projects effectively, and about your company’s personal impact on the industry.

What should engineering interns put on their resume?

When putting together your resume, make sure to have all your skills, courses, and accomplishments laid out for employers to view. Also having your preferred job role and location on your Handshake profile is a great way to signal your interest to potential recruiters.

For engineering interns, some great skills to list would be specific technical skills, time management, ability to follow through and execute, and ability to contribute and collaborate in a team setting. It’s also key to mention organizations or projects that you led and can explain thoroughly. If you’re wondering how to get an engineering internship, start with a simple search on Handshake and don’t forget to update your profile and resume!

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5 Data Engineering Projects To Add To Your Resume

data engineering projects

Photo by  Green Chameleon  on  Unsplash

All signs point towards an auspicious future for data engineering..

Dice’s 2020 tech jobs report cites Data Engineering as the fastest growing job in 2020. Increasing by a staggering 50%,  while Data Science roles only increased by 10% . You can rest assured that the influx of data engineering will not regress anytime soon. To bolster this supposition, the International Data Group (IDG) predicts that the five year compound growth rate (CAGR) of data utilization from 2021 to 2024 will outweigh the total data creation spanning the entirety of the last thirty years. Yes, you heard that correctly, thirty years, dating back far before the origins of both FaceBook, YouTube and Amazon.

data engineering project ideas

If you are still not sold on the prospect of data engineering, let’s look into earning potential.

As of May 9th, 2021, with over eight thousand salaries reported, Indeed indicates that data engineers make $10,000 more per year than data scientists. Additionally, the benefits of data engineering do not stop at pay alone, a study from The New Stack indicates that there is less competition for data engineering roles than other tech positions.

The New Stack found that for LinkedIn and Indeed job posts, for every open data science position there were 4.76 viable applicants, while data engineering roles experience only 2.53 suitable competitors per job opening. Nearly, doubling the chances of obtaining a data engineering role for applicable candidates.

We have established that data engineering is a well-paying position, in one of the fastest-growing tech fields, with relatively low competition. What is not to love?

However, merely graduating from a relative field alone will not qualify you for a data engineering position.

You’ll need related real-world experience to fine-tune your hard skills. Concerning your future job search, one of the best ways to develop and convey these skills is through akin data engineering portfolio projects. In this article, we will review five potential project ideas with data sources. Before we cover the projects, you need to know the skills you should include in potential projects. For that, we will explore the most in-demand skillsets for data engineers.

What should you look for in a data engineering project?

When you look to build a  data engineering project  there are a few key areas you should focus on.

  • Multiple Types Of Data Sources(APIs, Webpages, CSVs, JSON, etc)
  • Data Ingestion
  • Storing Data
  • Data Visualization (So you have something to show for your efforts).
  • Use Of Multiple Tools (Even if some tools may not be the perfect solution, why not experiment with Kinesis or Spark to become familiar with them?)

Each of these areas will help you as a data engineer improve your skills and understand the data pipeline as a whole. In particular, creating some sort of end visual, especially if it involves creating a basic website to host it can be a fun way to show your projects off.

But enough talk, let’s dig into some ideas for your  data engineering projects .

Scrape Stock And Twitter Data Using Python, Kafka and Spark

With the expansion of cryptocurrency exchanges and the rise and fall of GameStop stock, stocks have become a hot issue, gaining substantial outsider interest.

If you have also developed a zeal for trading markets I would suggest developing a project similar to CashTag, a project that was developed by an engineer currently working at Reddit. The goal of this project was to develop a “Big data pipeline for user sentiment analysis on the US stock market”. In short, this project scrapes social media with the intent of predicting how people may feel about particular stocks in real-time. Below is a representation of the workflow used in this project.

engineering projects reddit

This project is well documented and can be used as a base of inspiration for your project, which you can appropriate to accommodate your interest.

Scrape Real-Estate Properties With Python And Create A Dashboard With It

To engage with some new technologies, you should try a project like sspaeti’s 20 minute data engineering project. The goal of this project is to develop a tool that can be used to optimize your choice of house/rental property.

This project collects data using web scraping tools such as Beautiful Soup and Scrapy. Creating Python scripts that interact with HTML is something that you should be exposed to as a data engineer and web scraping is a great way to learn. Interestingly this project covers both Delta Lake and Kubernetes, which are hot topics at the moment.

Lastly, no good data engineering project is complete without having a clean UI to show your work. For example, this project uses Superset for your UI. Overall, the sheer variety of tools used in this project make it perfect for a portfolio.

Focus On Analytics With StackOverflow Data

Project Idea 3

What if you could analyze all or at least some of the public Github repos. What questions would you ask?

Felipe Hoffa  has already done some work on this type of project where he  analyzed terabytes of data over several articles  from the Google BigQuery data collection.

But with so much data, there is a lot of opportunities to work on some form of analytical project. Felipe, for example, analyzed concepts like:

  • Tabs vs Spaces?
  • Which programming languages do developers commit to during the weekend?
  • Analyzing GitHub Repos for comments and questions

There are so many different angles you could take on this project and it provides, you, the data engineer a lot of creativity in how you think about data.

You can analyze the source code of 2.8 million projects.

Maybe you can write an article like  What StackOverflow Code Snippets Can We Find In GitHub?

In addition, this project idea should also point out that there are plenty of interesting data sets you can use out there that exist on platforms like  GCP  and  AWS . So if you don’t feel like scraping data from an API, you can always work on your analytical chops on the hundreds of data sets these two cloud providers to offer.

Instead Of Stocks Predict Politics And Financial Events With PredictIt

Extending outside of stock prediction, PredictIt makes market data available via an API. PredictIt actually has a pretty amazing API. Predictit is a New Zealand-based online prediction market that offers exchanges for global political and financial events. You may be familiar with the reported betting odds of the last election cycle, when these numbers are reported they are citing markets similar to Predictit.

Using their live API data you can cross reference spikes with news potentially, tying in scraped data from social media. Like the CashTag project previously discussed. You could find a way to tie online political chatter to a dollar value.

Of course, why stop there? Why not try to create a data storage system using something like BigQuery and add in other data like tweets, news, and so on?

Then spend time normalizing that data and trying to create tables that represent connections between all these disparate data sources.

Now that would be a fun and challenging  data engineering  project.

Scraping Inflation Data And Developing A Model With Data From CommonCrawl

Another interesting project was conducted by Dr. Usama Hussain, where he measured the rate of inflation by tracking the change of price of goods and services online. Considering that the BBC reports that the United States has seen the largest inflation rate since 2008, this is an important topic.

In this project, the author used petabytes of web page data contained in the  Common Crawl .

I also think this is another great example of putting together and displaying a data engineering project. One of the challenges I often reference is how hard it can be to show off your data engineering work.

But Dr. Hussain’s project is documented in a way that shows off what work was done and the skills that he has, without having to dig into all of the code.

Dr. Hussain outlines the data pipeline below.

engineering projects reddit

When it comes to selecting a project, the best project is one that strikes a balance between the interest of industry and personal interest. Whether you like it or not, personal interest is conveyed through the topic you choose, so it is important to find a project that you like. Stocks, real estate, politics, or some other niche category, what project will you take on?

Thanks for reading! If you want to read more about data consulting, big data, and data science, then click below.

Building Your First Data Pipeline: How To Build A Task In Luigi Part 1

Greylock VC and 5 Data Analytics Companies It Invests In

8 Data Engineering Best Practices

How To Improve Your Data-Driven Strategy

Mistakes That Are Ruining Your Data-Driven Strategy

5 Great Libraries To Manage Big Data With Python

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Nevon Projects

Electronics Engineering Projects

What is electronics engineering.

Electronics engineering is the engineering domain that deals with design and development of electricity powered applications. An electronics engineer makes use of microcontrollers, electronics components with printed circuit boards to develop electronics systems and devices.

#TrendingElectronicsProjects

engineering projects reddit

All Electronics Projects

  • Pesticide Sprayer Spider Robot with Grass Cutter
  • Smart Shopping Trolley that Follows Customer
  • IR Wireless Underwater Communication System
  • Advanced Footstep Power Generation System using RFID for Charging
  • Induction Motor Speed Controller Project
  • Arduino Alcohol Sense Engine Lock
  • Arduino Covid Disinfection Box
  • Arduino Based System To Measure Solar Power
  • Hybrid Inverter With Solar Battery Charging
  • Fingerprint Based Bank Locker System
  • Fingerprint Vehicle Starter Project
  • TV Remote Controlled Home Automation PIC
  • IOT Based ICU Patient Monitoring System
  • Motion Based Door Opener With Metal Detector
  • Automatic Light Intensity Controller By External Light Sensing
  • Vehicle Movement Based Street Lights With External Light Sensing
  • Traffic Density Control With Android Override Using Avr
  • Alcohol Sensing Alert with Engine Locking Project
  • Prepaid Energy Meter With Theft Detection
  • Programmable Omni Direction Robotic Arm Vehicle
  • Smart Room Temperature Controller Atmega
  • Ultrasonic Radar Project
  • IOT Irrigation Monitoring & Controller System
  • Car Safety System With Airbag Notification
  • Automatic Noise Level Monitor & Controller System
  • Induction Motor Controller and Protection System
  • IOT Covid Patient Health Monitor in Quarantine
  • Smart Wireless Battery Charging With Charge Monitor Project
  • DIY Bluetooth Gamepad for Android Gaming
  • EV BMS With Charge Monitor and Fire Protection
  • IOT Garbage Monitoring Using Raspberry Pi
  • IOT Circuit Breaker Project
  • Third Eye For Blind Ultrasonic Vibrator Glove
  • Automatic Road Reflector Light
  • Arduino Ultrasonic Sonar/Radar Monitor Project
  • Remote Control Plant Watering System Using 8051
  • Women Safety Night Patrolling Robot
  • IOT Mining Tracking & Worker Safety Helmet
  • Auto Baby Cry Detector Sleep Music Player PIC
  • Auto Water Pump Switcher
  • Auto Billing Mall Shopping Cart 8051
  • IOT Flood Monitoring & Alerting System Using Ras Pi
  • DIY Power Bank with Plasma Lighter
  • Path Planner Robot for Indoor Positioning
  • Wifi Based Secure Wireless Communication Using RSA
  • IOT Car Parking System
  • Solar Powered Battery Charging With Reverse Current Protection
  • Multi Robot Coordination For Swarm Robotics
  • Wearable Health Monitoring System Project
  • Automated Night Lighting System
  • Zigbee Based Gas Fire Detection System
  • Short Circuit Indicator Project
  • Sun Tracking Solar Panel Using Arduino
  • Object Tracker & Follower Robot Using Raspberry Pi
  • IOT Smart Energy Grid
  • Bill Prediction & Power Factor Measuring With SMS Alert
  • Car Accident & Alcohol Detector & Recorder Blackbox
  • IOT Weather Reporting System using Adruino and Ras Pi
  • Lifi Data Transfer System
  • Ultrasonic Glasses For the Blind
  • Social Distancing ID Card
  • Industrial Production Line Counter System
  • Pocket Piano Using 555 Timer IC
  • Arduino Powered MP3 Player
  • Portable PM10 PM2.5 Pollution Analyzer
  • Smart Digital SchoolBell With Timetable Display
  • Arduino Stepper Motor Controller
  • Industrial Production Target Counter Display System
  • Stop and Go Queue Entry Manager System
  • Digital Car Turning and Braking Indicator
  • RFID Token Based Appointment Calling System
  • Digital Nameplate with Visitor Sensing
  • Wearable Computer With Temperature Distance Sensors
  • Weather Imaging CubeSat with Telemetry Transmission
  • Ebike Speed Controller System
  • Air Water Pollution Sensing Smart Watch
  • Solar SeaWeather and Pollution Transmitter Buoy
  • Coin Operated Water ATM with Bottle Dispenser
  • Wearable Oscilloscope Smart Watch
  • Contactless Switch For 4 Load Switching
  • Smart Vehicle Headlight Auto Switching
  • Contactless Gesture Controlled Study Lamp
  • Earthquake Monitor and Alerting System
  • 3D Scanner Machine using Arduino
  • 4 Slot Coin Operated Cola Vending Machine
  • Mobile Phone & Cash UV Disinfector for COVID
  • 8 Leg Spider Robot by Theo Jansen Linkage
  • IOT IV Bag Monitoring and Alert System
  • Portable Induction Cooktop With Time/Temp Settings
  • Barcode Scanner & Display using Arduino
  • Electromagnetic Coil Gun 3 Stage
  • Gesture Control Bicycle Indicator Gloves
  • Wireless Master Joystick Controller for Robotics
  • Automatic Coil Winding Machine
  • Waterproof Action Camera Drone
  • IOT Water Pollution Monitor RC Boat
  • Voice Controlled Air Purifier
  • Automatic Hydroponic Plant Grow Pot
  • Video Calling/Recording Smartphone Stand
  • Solar Power Bank with Wireless Charging
  • Gesture Control Bluetooth Speaker
  • Rain Sensing Hands Free Umbrella Bag
  • LIDAR Micro Done With Proximity Sensing
  • Contactless IOT Doorbell
  • RC Underwater Exploration Drone
  • Android Powered Juice Vending Machine
  • IOT Smart Parking Using RFID
  • IOT Syringe Infusion Pump
  • Programmable Robotic Arm Using Arduino
  • IOT Virtual Doctor Robot
  • COVID-19 Vaccine Cold Storage Box
  • IOT Weather Station Airship
  • Solar Floor Cleaner Robot
  • Arduino Multi Player Air Hockey Table
  • Indoor Racing Drone with Action Camera
  • DIY Tricopter Selfie Drone
  • Automatic Wire Cutter And Stripper Machine
  • 360° Aerial Surveillance UAV With IOT Camera
  • 360° Filmmaking Drone For 4K HD Video
  • Solar Outdoor Air Purifier & Air Quality Monitor
  • Fire Extinguisher & Fire Fighting Drone
  • IOT Garbage Segregator & Bin Level Indicator
  • Fog Disinfection Handwash Machine To Save Water
  • IOT Temperature & Mask Scan Entry System
  • Semi Automatic Back Massager Machine
  • Indoor Farming Hydroponic Plant Grow Chamber
  • Portable PPE Kit Sterilizer Ozone + UV
  • Thermal Screening Drone
  • IOT Contactless Covid Testing Booth Automation
  • Floating Sun Tracker Hydraulic Solar Panel
  • AI Bartender Cocktail Maker Machine
  • IOT Dog Daycare Robot
  • IOT Social Distancing & Monitoring Robot For Queue
  • Dual Mount Auto Sanitizer Dispenser
  • Auto Indoor Hydroponic Fodder Grow Chamber
  • Autonomous Theft Proof Delivery Robot For Food & Ecommerce
  • Social Distancing & Mask Monitor Drone
  • DIY Oxygen Concentrator Generator For Covid 19
  • DIY Ventilator using Arduino For Covid Pandemic
  • Auto Temperature Detector for Entrance For Covid Safety
  • Waste and Garbage Recycling Vending Machine Project
  • Raspberry Pi Based Vehicle Starter on Face Detection
  • Gas Leakage Detection with Buzzer System using Atmega
  • Water Pollution Monitoring RC Boat
  • Multi-purpose Sea Surveillance + Search & Rescue RC Boat
  • Zigbee based Wireless Home Security System
  • Intelligent Surveillance and Night Patrolling Drone
  • Automatic Waste Segregation System
  • Arduino based Snake Robot Controlled using Android Application
  • Garbage Collection Robot Using Wireless Communication Technology
  • Smart Door Receptionist with Smart Lock
  • Auto Selection of any Available Phase in 3 Phase Supply System
  • ACPWM Control System for Induction Motor using AVR Microcontroller
  • Greenhouse Monitoring and Control System using IOT Project
  • IOT Based Coal Mine Safety Monitoring and Alerting System
  • Advanced Automatic Self-Car Parking using Arduino Project
  • IOT Based Heart Monitoring System Using ECG
  • Smart Stand-up wheelchair using Raspberry Pi & RF
  • Arduino Based Autonomous Fire Fighting Robot
  • Dual Axis Solar Tracking System with Weather Sensor
  • Face Recognition Door Lock System Using Raspberry Pi
  • Raspberry Pi Vehicle Anti-Theft Face Recognition System
  • Home Air Quality Monitoring System Project
  • Voice Based Hot Cold-Water Dispenser System using Ras Pi
  • Rotating Solar Inverter Project using Microcontroller 50W
  • Vertical Axis Wind Turbine With Inverter
  • Raspberry Pi based Weather Reporting Over IOT
  • IOT Based Monitoring System for Comatose Patients
  • Motion Controlled Pick & Place Obstacle Avoider Robot
  • IOT Early Flood Detection & Avoidance
  • IOT Prison Break Monitoring & Alerting System
  • Plant Soil Moisture & Ph Sensing Alarm Using 8051
  • Smart Crop Protection System From Animals PIC
  • IOT Paralysis Patient Health Care Project
  • RFID Based Smart Master Card For Bus Train Metro Ticketing
  • Induction Motor Speed & Direction Controller
  • DC Motor Speed Control Using GSM
  • Mini Windmill Power Generation Project
  • Raspberry Pi Wheelchair With Safety System
  • Multiple Cities Load Shedding Using ARM
  • Automatic Lemon Juice Vending Machine
  • Solar Peizo Hybrid Power Charging System
  • Zigbee Based Room Temperature Controller Project
  • Load Sensing Seats With Lights Fan Control
  • Secure Fingerprint Bank Locker With Image Capture
  • Accurate Room Temperature Controller Project
  • High Performance Hovercraft With Power Turning
  • Smart Solar Grass Cutter With Lawn Coverage
  • PC Based Home Automation
  • Advanced Military Spying & Bomb Disposal Robot
  • Human Speed Detection Project
  • Hovercraft Controlled By Android
  • Fully Automated Solar Grass Cutter
  • Machine Overheat Detection With Alert
  • Rf Controlled Spy Robot With Night Vision Camera
  • GSM based Industry Protection System
  • Automated Visitor Counter With 7 Segment Display
  • Vehicle Theft Detection/Notification With Remote Engine Locking
  • Android Controlled Automobile
  • Home Automation Using Android
  • Zigbee Based Secure Wireless Communication Using AES
  • Voice Controlled Robotic Vehicle
  • Automated Elevator With Overload Alert
  • Gsm Based Weather Reporting (Temperature/Light/Humidity)
  • Fingerprint Authenticated Device Switcher
  • Fingerprint Based Exam Hall Authentication
  • Rain Sensing Automatic Car Wiper
  • Wireless Red Signal Alerting For Trains

Need Help Finding a Topic?

engineering projects reddit

Nevonprojects holds the largest variety of electronics projects on the web with over 1200+ innovative electronics projects in 2021 for beginners and final year. Explore electronics development with nevonprojects with our collection of electronics projects ideas and topics for your development needs. From simple electronics projects for beginners to advanced eee projects, our electronics projects ideas researched from various electronics domains. Your search for innovative electronics projects for final year as well as for beginners at nevonprojects. Visited by over half a million users every month in search of latest electronics project ideas for eee and ece, nevonprojects is a one stop destination for electronics projects and ideas.

You are sure to find your electronics project after going through our ECE categories and domains including IOT, Sensor based electronics, power electronics, robotics, microcontrollers, mechatronics, GSM/GPS, Wireless communication and more.

r/ElectricalEngineering

r/ElectricalEngineering

About the r/ElectricalEngineering community

r/ElectricalEngineering is a Subreddit for Electrical Engineers with roughly 111K members. It uses a forum format for communication.

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Final year project for Electronics & Telecommunication

remshad medappil

dhiraj09 Please i need a project for my final year engineering project ...............My branch is Electronics & Telecommunication

zarz

powers do u want readymade project or only project idea????

GAURI THAWANI

Anoop Mathew Hey Guys, What do you suggest would be the current market trend in the telecom industry? I'm looking for the Mass SMS based Alert System. Is this topic worth a project? Anoop

mayur walunj

dhiraj09 Please i need a project for my final year engineering project ...............My branch i mayur6777 Even I'm a TE extc student and I have to make a mini project using Pic microcontroller or else using any other microcontroller. So could you guys suggest me any ideas about what to make?
mayur6777 Even I'm a TE extc student and I have to make a mini project using Pic microcontroller or else using any other microcontroller. So could you guys suggest me any ideas about what to make?

Aankita Singh

Aankita Singh Suggestion please: I m communication network student in electronics and telecommunication .Please suggest me some hardware based project.

Neha Gupta

can help to get electronics project  please

You are reading an archived discussion.

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Modern-day technology has changed the world into a global village, the internet and computers are an important part of it. Computer Science Engineering, thus, has become a very popular field, with excellent scope. CSE or computer Science Engineering has appeared as a very sought-after educational course. This stream concerns those candidates who have the passion to generate something amazing using computer programs and their creative minds.

The IT Industry is a thriving sector. India has demonstrated itself as a leader in the IT sector with its professionals much popular around the world. The software industry in India has registered exceptional growth in the last few years. The market for computer science engineers has been substantial both in India and overseas. The scope of computer science engineering students’ careers is phenomenal and prospects exist both in IT and non-IT companies for 

Software Engineering is much needed owing to the following reasons:

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Microcontrollers Lab

Computer engineering projects for final year students

Computer engineering is a very important field of engineering. Computer engineering projects relate electrical projects with a computer. Computer engineering-based projects have many applications in our daily life. They are used in domestic as well as industrial applications. A list of innovative computer engineering projects ideas is given below. If you are a final engineering student and looking for a computer engineering-based projects ideas, this list of engineering projects helps you to decide your project easily. PIC16F877A microcontrollers are very popular among engineering students. But professionals prefer to use ARM controllers .   We provide three levels of projects:

  • Intermediate level Computer Engineering projects
  • Advanced level Computer Engineering projects
  • More Advanced level Computer Engineering projects

You can also update this list of computer engineering projects by adding ideas in comments.

Intermediate Level of Computer Engineering Projects

Project 1: real-time multi-object identification and tracking in panoramic view.

Computer vision needs to play its role to lessen the burden of security problems. From detecting people /objects in pictures and videos to applying post and pre and post-processing techniques to extract valuable information has now become almost necessary to ensure security. Image tracking over critical areas helps a lot in this regard. Although a lot of work has already been done on a track, the problem still lies with the tracking of multiple objects and the speed of the processing of the input images or videos. In our project, we use Open CV algorithms for stitching videos and for tracking objects. These algorithms not only allow speedy stitching, detection, and tracking; but also provide very accurate results. Since we are stitching input live stream videos from multiple cameras together to create a panoramic view, we get a bigger field of vision as well as ease of use. One major consideration lies with the use of hardware, for which we constantly test both our algorithms on several machines, with different operating systems. Generally, the fastest and most accurate results are achieved with the help of HADOOP clustering in which we have one fronted and multiple computing nodes. Wireless sensor networks can also be as wireless communication in this project.

Project 2: Intelligent security surveillance system

The prevailing security situation in our country demands that all sectors contributed directly to promote measures that deter miscreants from being able to carry out their mischievous activities. Surveillance through IP cameras is one of the most significant processes that are indispensable to the safeguarding of various sensitive places all across the country. Currently, the systems employed depend too much on a continuous human watch which of course is subject to negligence and error. The need here is to employ modern artificial intelligence techniques to ensure extremely vigilant surveillance round the clock. We hope to achieve that by coming up with a system that allows user to select a region of interest on the available streams, any activity within that region will be monitored automatically, the objects inside it will be classified based on an available database and any untoward activity will generate an alarm to alert the concerned authorities. The algorithm is developed in Matlab while its software implementation is done in open cv. voice recognition system can also be included.

Project 2: ECG Security System

Traditional navigation uses a Global Positioning System to locate the receiver, which is  less accurate and gives less frequent updates. On the other hand, accelerometer and gyroscope give accurate navigation to a small distance owing to the accumulation of integral drift error. We aim to integrate the two navigation methods to improve long-range navigation and attitude computation by using Kalman Filter estimation. Our said system is recognized as Attitude heading and Reference System and will be using satellites fo the American constellation i.e. the GPS and the Chinese constellation system i.e. Beidou long with the gyroscope and accelerometer. The completed module will be ready to plug into any UAV, UGV or guided missile. EEPROM memory storage can be used to record data.

Project 3: Customer Experience Management

Customer Experience Management is to manage the experience of all the customers by the services provider itself. It plays an important role in lessen the burden of management for mobile service providers like Ufone, Warid, etc. This project is purely related to Mobile Networks. This project will help the service provider to improve their service quality. It will further help the service provider to have less annoyed customers and more happy customers. We have all the information regarding every customer as to which call failed or when and how did it get dropped. The solution has the capability to monitor and manage elements of importance for CEM on all customer-related KPIs and indexes including their network experience, channels experience, geographical alerts and segment performance etc. KPI’S are key performance indexes on which the CEM calculated is based. All the information is shown on a dashboard displaying all the results in different forms. Our database has all the customers CEMs results and they are saved and manipulated according to our needs for the dashboard. The database is directly connected to the dashboard.

Project 4: Pseudo Real-Time system for the Detection & analysis of Diabetes using EEG signals and implementation on Raspberry Pi

Diabetes cause the body to produce an insufficient amount of insulin (responsible for keeping the blood sugar levels in body in check) and therefore, resulting in uncontrollable sugar levels, that lead to many complications like gastrointestinal tracks, diabetic retinopathy, mental disorders in the human body. The aim of this project is to determine the effects of Diabetes on human brain and analyze brain signals (EEG) to detect different sugar level. This in turn has an adverse effect on parts of the human brain, such as the cerebellum, hypothalamus etc. This also affects the performance of the brain, as it’s not able to perform its normal function; the EEG;s clearly show us the brain scans of a normal person and the ones of a diabetic patient. The prolonged effect of diabetes may cause heavy brain damage and in severe cases brain death.

Project 5: Hawk Eye System Computer Engineering Projects

Number plate recognition is a mass surveillance system that captures the image of vehicles and recognizes their license number. This report presents a recognition method in which the vehicle plate image is brained by the digital cameras and the image is processed to get the number plate information. Low definition camera will aid to detect the movement and recognize a vehicle and High definition camera upon detection records a sample of the vehicle. This short video I then passed through man digital image processing techniques to detect and isolate the number plate from the rear side of the vehicle. Then  using some feasible character recognition methods on the selected few frame form the video collected by a high definition camera. Once the camera detects and finally collects the video and number plate is recognized, we then compile this file in a database that is completely accessible to the authorities.

Project 6: Bipedal Humanoid Robot Development Kit

Over the last few years we have witnessed rapid research and development  in the field of artificial intelligence and Robotics. Each day we get closer to achieving our dream of building an autonomous humanoid robot with human-like abilities. One of the main reasons for this growth has been the rapid advancement in computing. This research project focuses on designing and developing a humanoid robot development kit powered by a mobile processor, with the aim of integrating the latest hardware and libraries available to provide an innovative platform for researchers and developers. We have developed a main application program which runs on Android Operating System and implements basic functionalities like speech to text, text to speech, face detection and recognition, response database, object detection and depth stream. Users would be able to develop their program, which would be installed as plug-in application, using provided Application Program Interfaces and public class methods. Future implementation will include Al and cognition features like Intelligent Learning, Semantic Understanding, Reasoning and Decision Automation, Emotional Intelligence and Robotic Control.

Advanced Level Computer Engineering Projects

Project 7: personality analysis.

Social Media is the most common platform for communication & sharing experience, life events with friends & family. A user is always very mu9ch interested to know about himself & his personality. So there is need of a platform  where users get a perfect analysis of their personalities based on some research work. Our project focuses on one such technology i.e. analyzing personality based on what a user shares at social media sites like “Twitter”. A user’s tweets are collected from his profile, pre-processed, features are extracted & sent to personality prediction algorithm which in return outputs result according to the big vie model. The best part of our project is that the user can better understand the results with 8 different types of graphs which are generated as output showing percentages of each trait. Some previous work like sentimental analysis based on social media has been done. The idea is to facilitate the user by presenting him with an analysis of his personality with minimum efforts. In future, this work can be extended to suggest different types of music based on his mood types or suggest a ser what book he must read in a specific mood derived from his personality analysis.

Project 8: iAgri

There is a shortage of water in our country and still, we are wasting it in many ways, one is the excess use of water in agriculture. Excessive use of fertilizers and pesticides causes adverse effect on plants and human beings as well. Water pollution is one of the worst side effects of excessive fertilizer and pesticide usage. To solve above mention problems we can design a system in which we will take information and concrete values for water level and fertilizers using sensors. Our system will be comprised two parts, in first part data collection will be carried out using different sensors at base station through sensor nodes and then send it to server, second part can a computer application and android application which will be use to show the information of filed (temperature, humidity, soil moister and ph. Level etc.) by graph, pie charts etc. Decision making also done here according to situation of fields e.g. water pump on or off and for hw long it will on with accurate timing calculations. Wireless sensor network is best option in this scenario. “iAgi” will be a human free and precision agriculture system which will check the water condition, temperature of field and PH level of the field and then it will take an action automatically. The tools we are using in our project are android studio, Arduino ide, sql server.

Project 9: Real Time Processing of EEG signals for rehabilitation of stroke patients and IT’s application on portable devices

Over the past decade, Brain-computer interface (BCI) has emerged as a promising tool for accurate prediction of the subject’s intention such as intentions to move limbs or hands. One of the most important applications for the BCI systems is the rehabilitation of stroke patients. Brain stroke is a diases caused as a result of ruptured or blocked blood vessels that bring nutrients and oxygen to the brain. This hindrance in blood flow causes brain malfunctions, as a consequence of which the affected pars of brain result in the inability of the subject to move one or more limbs. Human brain generates commands for limb movements and achieves the goal on reception of afferent feedback from muscles after movement. In stroke patients this feedback is missing due to the affected muscles. Stroke rehabilitation is the process of  retraining the brain and muscles to perform normal activities. The movement intentions can be detected from the subject using brain signals acquired via electroencephalography (EEG). EEG provides information on movement related cortical potentials (MRCPs) which are used to detect the movement intentions.

Project 10: Army Training System for Cadets

The aim of the project was to trains a trivial person/cadet to make the correct Gesture’s during shooting  and Chin Up’s. my System consist of 3dD character modeled after Pakistan Cadet. The system is a virtual interactive room in which the Avatar of cadet is in a computer-simulated environment that can simulate physical presence in the real world. The system detect the position made by the cadet through Kinect and compares the gestures with those already known to the system. It then guides the cadet, by displaying the correct animate postures on the screen. The project was started with the creation of 3d avatar of solider and environment in multiple software dedicated for character modeling. After the characters and 3d environment have been modeled, then step in the pipeline is to rig Solider. Without the rig animations cannot be applied onto the character. Rigging was done using Maxamo’s Auto Rigging  Script. The nest step is to capture motions. Motions were captured using a Kinect. This followed motion editing in Autodesk motion builder. This step marks the end of the all the pre training system work, which is done till now. Once the characters have been modeled and the animations are created, they are imported into Unity 3D, the main Tool for this project.

Project 11: Active & intelligent Electromyography based Ankle Foot Prosthesis Design for Trans-tibial Amputations

Below knee amputations are very often in the world. Usual prosthesis done for it is conventional passive elastic prosthesis which have many problems during locomotion including non-symmetric gait patterns, slower walking speed and higher gait metabolic rates. This Final year Project revolves around the concept of Powered ankle foot prosthesis with which the amputee can run, walk and climb naturally as he used to do with walking symmetry, self-selected walking speed and metabolism. Also, the current state of art prosthesis only has pitch movement while this project will also feature roll movement enabling amputee to also walk on uneven train. It will work on EMG Signal form muscles which will be filtered by digital adaptive noise removing filters, then processed using DSP Algorithms for basic features.

Project 12: Eye Xplorer

Human Eye is the most complex part of the human  body but it helps to reveal information about several diseases. Among these diseases are Anemia and Cataract. Anemia is a condition in which there is a deficiency of hemoglobin in the red blood cells, whereas cataract is an eye disease that causes clouding of the eye lens tat causes permanent blindness if not treated in time. Anemia is diagnosed by measuring hemoglobin by drawing blood form the body and Cataract is diagnosed by first dilating the pupil and then examining the eye in the slit lamp. Both of the above methods are invasive that involve direct contact with the human body in one way or another. Computer Aided Diagnostic (CAD) systems with their mobility of usage in low resource setting can be very useful for the detection of Anemia and Cataract. We have put forward n idea in the form of mobile application named EYE XPLORER that determines the user’s risk of being anemic or having a cataract just by taking a picture form a Smartphone camera. The user for the diagnosis of anemia first lowers his/ her conjunctiva and takes image and then our method first localizes  the conjunctiva region form the image. Localization bins are formed to assess the hemoglobin value that further assesses the degree of anemia. For the diagnosis of Cataract, the user takes picture of his/ her eye with retina in focus.

Project 13: FPGA Based Custom GPU Design

Due to increase in the demand of image processing based technology, image processing has become a significant subject. The faster the processing of images, the better results we obtain. To fulfill this particular plea a dedicated processor for image processing is a key component. Although there are many processors available that work dedicatedly for image processing but when requirements like speed, flexibility and reliability with real time processing are  demanded more research is mandatory. In this particular project the optimized solution with greater speed and better parallel processing for images has been presented using FPGA. Customized ISA fir dedicated GPU has been developed on Xilinx with forty nine different instructions. Instructions include the regular arithmetic and logical instructions with special vector instructions that ar designed especially for fast image processing. To process instructions in parallel technique of C-slow is being used. To further enhance the processing speed of the instruction, micro pipelining technique is being in-cooperated.

Project 14: Generation of 3D Retinal Model using OCT Images

Human Eye is the most complex sensory organ comprising of a multitude of substructures. Retina, a mere set of tissues and one-third of a millimeter in width, consists of 10 layers. The deformities in these retinal layers account for many diseases related to vision such as retinopathy, age-related macular degeneration, eye cancer, retinal detachment and inherited retinal degenerations. Two major types of imaging techniques that are being used for the analysis of retina is digital fundus images and Optical coherence tomography (OCT). OCT scan is a mean of extracting the information about the inner retinal layers non-invasively. OCT scans provided a video with multiple frames, each of which corresponds to a slice of an eye (retina).

The purpose of this project is to make a 3D model of retinal layers captured through OCT scans to provide better visualization of the retina to ophthalmologists. There are two main parts of the computer engineering project which include image processing module and graphics. The frames gathered from OCT scans are processed using image processing techniques to extract the details of the layer in the form of coordinates. Once the coordinates of all the  points are extracted a point cloud is formed. Using this point cloud, we regenerated a three-dimensional model using these points.

Project 15: Intelligent Learning System

Education nowadays is being one of the worst worldwide problem. Even the world developed countries are tackling with this problem where as in the underdeveloped countries condition is quiet indescribable. So there is a solution required for this problem. Our project is to develop such a system that can tech up to elementary level (basic teachings). The system written in java is intelligent enough to teach and then evaluate. The user written input is taken as pressure points I xml files, which is then help in making a binary image. After preprocessing image is given to already train tesseract (on Hand written) for recognizing the spoken words. As for speech, sphinx is trained for required lessons and then it is used for recognizing the spoken words. The lessons for teaching are prepared through video which again and again show how to write and speak a specific word. Which is than evaluated using a series of quizzes. Project provides a GUI for interface i.e for writing and seeing the result, mistakes are shown both through writing and speech. GUI is being made using javafx API. Project is divided on basis of difficulty level, for beginners is level 1 with extremely limited scope like alphabets learning, number learning, Urdu “haroof e tahaji” leaning or basic learning of different languages. On second level, basic mathematical operations, basic Urdu and English words are being taught. And for higher level, physics learning and such other option are available.

More Advanced Computer Engineering projects list

Project 16: multi-agent distributed autonomous system.

Robocup is amongst the most prestigious of international robotic competitions, held annually. Its Standard Platform League comprises soccer competitions between teams of humanoid robots. NAO robot from Aldebaran Robotics is the hardware platform for Robocup SPL. The robots operate fullu autonomously with only local vision and highly constrained inter-robot communication, such that there is no external control by humans or computer. The project is based on design and development of intelligence and physical control of a multi-agent robotic system for Robocup SPL., visual perception system for modeling of a dynamic soccer field environment in real time will be incorporated. Coordination methodologies for a team of autonomous NAO robots will be established. Sensory and visual feedback loops will be implemented for robust control. Various kicks will be developed for NAO to enable proficient soccer gameplay. The project is broadly divided in the areas of perception, cognition, software architecture design, and robot movements.

Project 17: Smart Metering and Cloud Computing

Automatic meter Reading system (AMR) continuously monitors the energy meter and sends data on request of service provider through SMS . It saves huge human labour. The data received form an energy meter has been stored in database server which was located at electricity Board station through SMS gate way for further processing by energy provider. Automatic meter reading system helps the customer and energy service provider to access the accurate and updated data from the energy meter. AMR System can send energy consumption hourly, monthly or on request. This data is send to central system for billing and troubleshooting. These data are stored into the database server for processing and recording. This technology mitigates labour cost, collection time, energy theft, avoids late payment. Adding to this it increases data security, improved customer service, reduced revenue losses. This system provides freedom to electricity companies to take action against lenient customer who have outstanding dues, otherwise companies can disconnect the power of customer. Companies can re-connect the power after deposition of dues. This system is not only sending the data but also it does provide power disconnect / connect feature, power cut feature and tempering alert feature. All these advantages give this product an edge over other pragmatically prevailing devices.

Project 18: S mart Nano Grid Controller for Optimized Power Supply

The use of panels is becoming increasingly common in Pakistan, owing to the consistent power crisis, fuel shortage and also because of its eco-friendliness. Moreover, laws for reverse metering have also been approved in Pakistan, recently. The simple explanation of which is the ability to both buy and sell power from and to the national grid. This present  a problem: Assuring maximum power availability at minimum cost. Our project, as a solution, presents a smart system that assumes the responsibility of providing the user with optimized power supply in terms of both availability and cost. In the presence of power from solar panel (nanogrid), national grid and a battery, the proposed system makes the decision of which source to choose to meet the power needs of the household at any time, in such a way, that the consumer household gets maximum availability of power at minimum cost. A fuzzy inference system is implemented, n order to install the human-like decision making capability and because of the continuity of inputs. The final system product is an android application interfacing all components f the stem and providing a User Interface.

Project 19: Snap Solve

Snap solve is a user friendly android application. It uses the camera of the mobile phone or laptop to take the pictures of mathematical equation in any format (handwritten or printed). It will also be able to generate circuit equation by taking the picture of different circuits. Pre-processing is involved which is to remove the noise and extract the portion in which the equation is written or circuit is drawn. Characters and symbols are recognized using OCR. After that equation is extracted in the form of string so that it can be solved. Operators and operands are separated and mathematical rules will be applied to extract the roots of the equations. After returning the roots, it will show step wise calculating of the given equation to ensure learning of the user. The very first step for circuit analysis is to detect the circuit components i.e. resistors, capacitors, inductors, voltage and current sources. So of the detection OpenCV haarcascade method is being used. This collects positive images (images of the component) and negative images (images not containing the component) then we will train the classifier using these images. In this way the components will be detected and will be merged with circuit solution part.70% of the population of the country (children and adults) will avail the benefits of this time saving, portable and user friendly application.

Project 20: WLAN Performance Measurement Tool

Wireless local area network (WLAN) is used everywhere now a days and is being used in every aspect of life. From multinational companies to small entrepreneurship everyone uses WLAN for exchange of information. However there are problems faced in WLAN i.e. bandwidth consumption, security of data and load balancing. The medium used by the WLAN is air which results in high rate of packet loss and the performance of WLAN can vary from place to place. There are ways to optimize WLAN but they are costly and required technical knowledge. In this project, we propose a standalone and autonomous device based on Respberry Pi processor which would provide active and passive statistics of the parameters, which can be used for optimization of WLAN. The device is used to sniff the packets in the network and extract the Key Performance Parameters (KPIs). These KPIs can be used for the analysis of network and its properties. The user has the liberty to observe the analytics in web based application or android application. Several graphical representation of the parameters is used to make the analysis easy of the end user. The technologies which are being used in this project are python (Scapy) for packet sniffing and parameter extraction, HTML, CSS, jQuery, AnguarJS, PHP and mySQL for web interface, Java for android interface and Respberry pi for standalone device.

Project 21: Multi-Gig Software Defined Networking (SDN) in Data Plane Development Kit (DPDK) with Inline Protocol Analyzer (SDNA)

In the last decade, the internet has grown tremendously, rich media devices are getting more popular and consumer wants more and more services due to which data rate is exceeding at high pace around the world. Internet services providers are in the competition to provide the best services to their customers in the Triple Play Services (Telephone, Cable TV and Internet). Similarly, mushrooming growth of intelligent wireless mobile devices , supporting application like HD videos, social media require high bandwidth internet connectivity on the go. To cope up with customer needs new technologies like 3G-4G are emerging that provide high data rates to bandwidth-hungry applications. In this era of high speed internet connectivity where internet traffic is increasing every day there are variety of network devices to incorporate in the network and all network devices nearly have hidden their internal functionality from the user.

Project 22: Sky Guard Radar Simulator

There is limited life of every part of Radar-based upon the usage of that part. Since Pakistan is a developing country and it is not possible to procure the actual equipment or the simulators designed by the OEM in abundance to train the individuals keeping in mind our financial constraints. To overcome this problem Computer-based simulator is made. Our goal is to create a Hardware-based simulator integrated with computer-based simulator. This simulator will almost be similar to the actual Radar Building a computer-based sky guard radar simulator is of great assistance as far as trading soldiers is concerned in Pakistan Army. Every individual part of the Radar is very expensive to be used for training. TS2 based simulator of ours will provide real-time scenarios for training and will save any kind of damage or loss to original Sky guard Radars. On other side, it costs too much and will take a lot to get it repaired. So e decided to design a simulator of our own. The project consist of two main parts, software and hardware. This simulator is design portable so that it can be operated in a war area. So this is all about computer engineering projects.

These are all the computer engineering projects list from our side. We will look forward to hear more practical ideas from you in the comments.

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10 thoughts on “Computer engineering projects for final year students”

Assalamu alaykum, i‘m computer engineering student, studying in Nigerian polytechnic and i want a final year project which i must do and present it to the school authority before i graduate. I want any type of project, but it must contain a micro controller. Thanyou.

Assalamu alaykum, i‘m computer engineering student, studying in Nigerian polytechnic and i want a final year project which i must do and present it to the school authority before i graduate. I want any type of project, but it must contain a micro controller. Thanyou..

contact me at [email protected]

if you need my projects services

Assalaumu Alaykum, I’m also a Computer Engineering Student. I’m also needing any suggestion for my final project. any type, but it must contain a micro controllers also. thank you!

Hi, am computer engineering student needing topic for my final year project which i must present to the school authority but most be arduino base. Thank you am anticipating your contribution.

im,computer engineering student..I need a final project containing hardware and software application..can anyone send me an title together with the concept.Thank you in advance…god bless us!

Hi, i’m computer engineering student i need a final thesis title containing hardware and software device or application.can anyone send me an title with the concept.thank u and God bless!

Hi, i’m computer engineering student i need a final thesis title containing hardware and software device or application.can anyone help and send me a title with the concept.thank you!

Hi, i’m computer engineering student . I’m also needing any suggestion for my final project. can anyone send me an title with the concept.thank u and God bless!

Hi, i’m a 3rd year com eng student . can any suggest for my project project proposal for project in 4th yr. any ideas will do

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  • My quizes in Rita and Andrews book ranged between 60-90%, and practice exams ranged from 70-80%. Eventually I caved in a booked it for the only weekend date that was available. I didn't take any days off work.
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​

Anyone know of good free PDU sources that can be quickly obtained, by video or audio?

Sorry,mate. I have assumed from the post that you have 5yrs of experience. My bad.

I want you to explore project management certification on Coursera

https://www.coursera.org/specializations/engineering-project-management

Much better option and affordable.

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Top 12 Data Engineering Project Ideas [With Source Code]

Home Blog Data Science Top 12 Data Engineering Project Ideas [With Source Code]

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Welcome to the world of data engineering, where the power of big data unfolds. If you're aspiring to be a data engineer and seeking to showcase your skills or gain hands-on experience, you've landed in the right spot. Get ready to delve into fascinating data engineering project concepts and explore a world of exciting data engineering projects in this article.

Before working on these initiatives, you should be conversant with topics and technologies. Companies are constantly seeking experienced data engineers who can create innovative data engineering initiatives. Therefore, the greatest thing you can do as a novice is to work on some real-time data engineering initiatives. Working on a data engineering project will not only give you a deeper understanding of how data engineering works, but it will also improve your problem-solving skills as you encounter and fix problems within the project. Best Data Science certifications online or offline are available to assist you in establishing a solid foundation for every end-to-end data engineering project.

What are Data Engineering Projects?

If you want to break into the field of data engineering but don't yet have any expertise in the field, compiling a portfolio of data engineering projects may help. From exploratory data analysis (EDA) and data cleansing to data modeling and visualization, the greatest data engineering projects demonstrate the whole data process from start to finish.

Data pipeline best practices should be shown in these initiatives. You should be able to identify potential weak spots in data pipelines and construct robust solutions to withstand them. Finally, make data visualizations to display your project's results and construct a website to showcase your work, whether it's a portfolio or a personal site.

The first step in hiring data engineers is reviewing a candidate's résumé. When screening resumes, most hiring managers prioritize candidates who have actual experience working on data engineering projects.

Top Data Engineering Projects with Source Code

Data engineers make unprocessed data accessible and functional for other data professionals. Multiple types of data exist within organizations, and it is the obligation of data architects to standardize them so that data analysts and scientists can use them interchangeably. If data scientists and analysts are pilots, data engineers are aircraft manufacturers. Without the latter, the former cannot accomplish its objectives. From analysts to Big Data Engineers, everyone in the field of data science has been discussing data engineering.

When constructing a data engineering project, you should prioritize the following areas:

  • Multiple sources of data (APIs, websites, CSVs, JSON, etc.)
  • Data consumption
  • Data storage
  • Data visualization (So that you have something to show for your efforts)
  • Utilising multiple instruments

A. Top 4 Data Engineering Project Ideas: Beginner & Final Year Students

Becoming an expert data engineer necessitates familiarity with the best practices and cutting-edge technologies in your field. Participating in a data engineering project is a great way to learn the ropes of the field. That's why we're going to zero in on the data engineering initiatives that need your attention. If you are struggling with Data Engineering projects for beginners, then Data Engineer Bootcamp is for you.

Some simple beginner Data Engineer projects that might help you go forward professionally are provided below.

1. Stock and Twitter Data Extraction Using Python, Kafka, and Spark

Project Overview:  The rising and falling of GameStop's stock price and the proliferation of cryptocurrency exchanges have made stocks a topic of widespread attention.

If you share this individual's enthusiasm for the markets, you may want to consider creating a tool like Cashtag, which was created by a Reddit developer. For this study, we wanted to create a "big data pipeline for user sentiment analysis on the US stock market." In a nutshell, this initiative uses social media data to provide real-time market sentiment predictions. The process flow for this project is shown in the following diagram:

This project's documentation will serve as a starting point from which you may draw ideas for your own work.

Source Code: Stock and Twitter Data Extraction Using Python, Kafka, and Spark

2. Use Python to Scrape Real Estate Listings and Make a Dashboard

Project Overview:  If you're looking to get your hands dirty with some cutting-edge tech and big Data Engineering projects for engineering students, consider something like sspaeti's 20-minute data engineering project. The purpose of this work is to provide a resource that can help you find the best possible home or rental.

Web scraping applications like Beautiful Soup and Scrapy are used to gather information for this project. As a data engineer, you should get experience writing Python programs that process HTML, and web scraping is an excellent method to do so. Delta Lake and Kubernetes are both trending subjects. Therefore it's interesting to see them both addressed in this project.

Finally, a well-designed user interface is an essential part of any successful data engineering project. Superset is used for data visualization in this project, while Dagster is used to coordinate the many moving parts. The wide range of methods used in this work makes it an excellent addition to a resume.

Source: Use Python to Scrape Real Estate Listings and Make a Dashboard

3. Use Stack Overflow Data for Analytic Purposes

Project Overview:  What if you had access to all or most of the public repos on GitHub? Which queries do you have?

As part of similar research, Felipe Hoffa analysed gigabytes of data spread over many publications from Google's BigQuery data collection. However, the abundance of data opens numerous possibilities for research and analysis. Concepts that Felipe examined include:

  • The Case for Tabs
  • Which languages do programmers spend their weekends working on?
  • Searching for questions and comments in GitHub repos.
  • Since there are numerous ways to approach this task, it encourages originality in one's approach to data analysis.

2.8 million open-source projects are available for inspection.

Moreover, this project concept should highlight the fact that there are many interesting datasets already available on services like GCP and AWS. Hundreds of datasets are available from these two cloud services, so you may practise your analytical skills without having to scrape data from an API.

Source: Use Stack Overflow Data for Analytic Purposes

4. Extracting Inflation Rates from CommonCrawl and Building a Model

Project Overview:  Dr. Usama Hussain worked on another intriguing idea. He calculated the rate of inflation by following internet pricing fluctuations for products and services. Given that the United States has had the highest inflation rate since 2008, this is a significant problem.

The author utilised petabytes of website data from the Common Crawl in their effort.

This is also another excellent example of putting together and showing a data engineering project, in my opinion. One of the difficulties I often mention is how difficult it may be to demonstrate your data engineering job.

However, Dr. Hussain's project is documented in such a way that it is possible to see what work was done and the skills he possesses without having to dig into all the code.

The data flow is outlined below by Dr. Hussain.

Source Code: Extracting Inflation Rates from CommonCrawl and Building a Model

B. Top 4 Data Engineering Project Ideas: Intermediate Level

Knowing big data theory alone will not get you very far. You'll need to put your newfound knowledge into action. Working on big data projects allows you to put your big data skills to the test. Projects are a wonderful way to put your skills to the test. They are also excellent for your resume. This post will go over some amazing Big Data projects that you may work on to demonstrate your big data expertise and these are solid Data Engineering projects for resume.

Here are some data engineering project ideas to consider and Data Engineering portfolio project examples to demonstrate practical experience with data engineering problems.

1. Realtime Data Analytics

Project Overview:  Olber, a corporation that provides taxi services, is gathering information about each and every journey. Per trip, two different devices generate additional data. The taxi metre transmits information on the length of each journey, the distance travelled, as well as the pick-up and drop-off locations. Customers' payments are processed using a smartphone application, which also provides reliable and easily accessible data about fares. In order to identify patterns among its customers, the taxi firm needs to compute, in real-time, the typical amount of cash given as a tip for each kilometre travelled in each region.

A complete end-to-end stream processing pipeline is shown here using an architectural diagram. Extracting, transforming, loading, and reporting are the four processes that make up this kind of pipeline. The pipeline in this reference design collects data from two different sources, then conducts a join operation on related records from each stream, then enriches the output, and finally produces an average. The findings are being saved for use in further analyses.

Source Code:  Realtime Data Analytics

2. Yelp Review Analysis

Project Overview:  Yelp is a platform that allows people to post reviews and provide a star rating to businesses that they have visited. Studies found that a one-star raise led to a 59 percent gain in revenue for independently owned and operated firms. As a consequence of this, we think the Yelp dataset has a lot of promise as a resource for gaining valuable insights. Yelp reviews written by customers are a treasure trove just waiting to be unearthed.

The primary objective of this project is to carry out in-depth analyses of seven different cuisine types of restaurants, namely Korean, Japanese, Chinese, Vietnamese, Thai, French, and Italian, in order to determine what makes a good restaurant and what concerns customers, and then to make recommendations for future improvement and growth in profit. The majority of our focus will be on analysing feedback from consumers to figure out why they either like or detest the company. Using big data, we are able to transform unstructured data, such as customer reviews, into actionable insights, which enables businesses to better understand how and why customers prefer their products or services and to make improvements to their operations as quickly as is practically possible.

Source Code: Yelp Review Analysis

2. Finnhub API with Kafka for Real-Time Financial Market Data Pipeline

Project Overview:  The goal of this project is to construct a streaming data pipeline by making use of the real-time financial market data API provided by Finnhub. This project's architecture is essentially composed on five layers: the Data Ingestion layer, the Message broker layer, the Stream processing layer, the Serving database layer, and the Visualisation layer. A dashboard that provides data in a graphical manner for in-depth study is the final product of this project.

The pipeline consists of many different components, one of which is a producer that retrieves data from Finnhub's API and then transmits that data to a Kafka topic, which is part of a Kafka cluster that stores the data and processes it. Apache Spark is going to be used for stream processing. The next step is to use Cassandra for the purpose of storing the real-time financial market data that is being sent over the pipeline. Users are able to watch the market data in real-time and detect trends and patterns by using the final dashboard that was created with the help of Grafana. This dashboard shows real-time charts and graphs that are based on the data that is stored in the database.

Source Code: Finnhub API with Kafka for Real-Time Financial Market Data Pipeline

3. Pipeline for Real-Time Data Processing in Music Applications

Project Overview:  The project will stream events that are created by a fictitious music streaming service that operates similarly to Spotify. Additionally, a data pipeline that consumes real-time data will be developed. The incoming data would be analogous to an event that occurred when a person listened to music, navigated around the website, or authenticated themselves. The processing of the data would take place in real-time, and it would be saved to the data lake at regular intervals (every two minutes). The hourly batch job will then make use of this data by consuming it, applying transformations to it, and creating the tables that are needed for our dashboard so that analytics may be generated. We are going to try to conduct an analysis of indicators such as the most played songs, active users, user demographics, etc.

You will be able to generate a sample dataset for this project by using Eventism and the Million Songs dataset. Apache Kafka and Apache Spark are two examples of streaming technologies that are used for processing data in real-time. The Structured Streaming API offered by Spark makes it possible for data to be processed in real-time in mini-batches, which in turn offers low-latency processing capabilities. The processed data are uploaded to Google Cloud Storage, where they are then subjected to transformation with the assistance of dbt. We can clean the data, convert the data, and aggregate the data using dbt so that it is ready for analysis. The data is then sent to BigQuery, which serves as a data warehouse, and Data Studio is used to create a visual representation of the data. Apache AirFlow has been used for the purpose of orchestration, whilst Docker is the tool of choice when it comes to containerization.

Source Code: Pipeline for Real-Time Data Processing in Music Applications

C. Top 4 Data Engineering Project Ideas - Advanced Level

After you have worked on these, adding projects for Data Engineering to your resume will likely increase the likelihood that an interview will be requested of you.

1. Anomaly Detection in Cloud Servers

Project Overview:  Anomaly detection is a valuable instrument for cloud platform administrators who wish to monitor and analyse cloud behaviour in order to increase cloud reliability. It aids cloud platform administrators in detecting unanticipated system activity in order to take preventative measures prior to a system breakdown or service failure.

This project provides a reference implementation of a Cloud Dataflow streaming pipeline that integrates with BigQuery ML, Cloud AI Platform, to detect anomalies. A critical component of the implementation utilises Dataflow for feature extraction and real-time outlier detection, which has been validated on over 20TB of data.

Source Code: Anomaly Detection in Cloud Servers

2. Smart Cities Using Big Data

Project Overview:  A "smart city" is an ultra-modern urban area that gathers data through electronic means, voice activation techniques, and sensors. The data is used to better manage the city's assets, resources, and services, which in turn leads to better citywide operations. In order to keep tabs on and manage things like traffic and transportation systems, power plants, utilities, water supply networks, waste, crime detection, information systems, educational institutions, health care facilities, and more, data is gathered from citizens, devices, buildings, and assets and then processed and analysed. This data is collected by means of big data, and then the complex characteristics of a smart city may be put into effect with the aid of advanced algorithms, smart network infrastructures, and numerous analytics platforms. For traffic or stadium sensing, analytics, and management, this smart city reference pipeline demonstrates how to combine several media building pieces with analytics provided by the OpenVINO Toolkit.

Source Code: Smart Cities Using Big Data

3. Tourist Behaviour Analysis

Project Overview:  One of the most forward-thinking ideas for a big data project is presented here. The purpose of this Big Data project is to research visitor behaviour in order to ascertain the preferences of tourists and the locations that are visited the most, as well as to anticipate the need for tourism in the future.

What part does large amounts of data play in the whole project? Because vacationers use the internet and other technologies while they are away from home, they leave digital traces that can be easily collected and distributed by Big Data. The vast majority of the data comes from outside sources like social media websites. The sheer amount of data is just too much for a conventional database to manage, which is why big data analytics is required. The data collected from all of these sources may be put to use to assist companies in the airline, hotel, and tourism sectors in expanding their client base and marketing their products and services. Additionally, it can assist tourism organisations in visualising and forecasting current and future trends, which is another useful application for the tool.

Source Code: Tourist Behavior Analysis

4. Image Caption Generator

Project Overview:  Businesses must now upload engaging content as a result of the rise of social media and the significance of digital marketing. Visuals that are enticing to the eye are essential, but the images must also be accompanied by subtitles. Utilising hashtags and attention-grabbing subtitles may help you reach the intended audience more effectively. Large datasets containing photos and captions that are correlated must be managed. Image processing and deep learning are used to comprehend the image, and artificial intelligence is used to generate relevant and alluring captions. Python source code for Big Data can be written. The creation of image captions is not a Big Data project proposal for beginners and is indeed difficult. Using CNN (Convolution Neural Network) and RNN (Recurrent Neural Network) with BEAM Search, the project described below employs a neural network to generate captions for an image.

Rich and colourful datasets, such as MSCOCO, Flickr8k, Flickr30k, PASCAL 1K, AI Challenger Dataset, and STAIR Captions, are currently used in the generation of image descriptions and are gradually becoming a topic of discussion. The supplied project employs cutting-edge machine learning and big data algorithms to create an efficient image caption generator.

Source Code: Image Caption Generator

Open-Source Data Engineering Project Ideas: Additional Topics

Below are some Data Engineering project examples

  • Analytics Application
  • Extract, Transform, Load (ETL)
  • Extracting Inflation Data
  • Building Data Pipelines
  • Creating a Data Repository
  • Analyse Security Breach
  • Aviation Data Analysis
  • Shipping and Distribution Demand Forecasting

Why Should You Work on Data Engineering-Based Projects?

In conjunction with machine learning, it enables the development of marketing plans that are based on the forecasts of customers. Businesses that use big data analytics become more customer focused.

Learning this skill set, which is in great demand, will allow you to make rapid strides in your professional development. Because of this, the best thing you can do if you're new to big data is to think of some ideas for projects that include big data.

Data engineers are responsible for the construction and administration of computer hardware and software systems that are used for the gathering, formatting, storing, and processing of data. In addition to this, they make sure that the data is always readily accessible to consumers. The end-to-end data process is shown via data engineering projects, which range from exploratory data analysis (EDA) and data cleansing through data modelling and visualisation.

Including Data Engineering projects on your resume is quite crucial if you want your application for a job to stand out from the other applicants who have applied for the same position.

Best Platforms to Work on Data Engineering Projects

The following is a list of several platforms that are suitable for use in Data Engineering real time projects -

  • Great Expectations

One of the finest data science learning platforms, Google Cloud provides all of the tools that data scientists use to extract value from data, making it one of the top data science learning platforms. Business intelligence solutions like as Power BI, Tableau, and Looker may assist companies in mitigating operational risk and achieving maximum efficiency in terms of operations enablement by assisting businesses in making choices that are supported by data.

Learn Data Engineering the Smart Way!

A few thing that you should keep in mind while studying for data engineering projects and jobs are -

  • Learn how to program in languages such as Python and Scala and become an expert in those languages.
  • Scripting and automation are skills you should learn.
  • Gain familiarity with database management, and work on improving your SQL skills.
  • Master data processing methods.
  • Acquire the skill of scheduling your workflows.
  • Gain experience in cloud computing by using services such as Amazon Web Services.
  • Improve your understanding of technologies used in infrastructure, such as Docker and Kubernetes , for example.
  • Maintain a current awareness of the trends in the industry.
Elevate your career with business analyst certificate programs  . Establish your expertise and open doors to limitless opportunities!

This article examines some of the finest concepts for large data projects. We began with some basic, quick-to-complete assignments and have added Data Engineering projects with source code.

The optimal undertaking is one that establishes a balance between industry interests and personal interests. Whether you like it or not, your personal interest will be communicated through the topic you select, so it is essential to select a topic that you enjoy. If you have an interest in equities, real estate, politics, or any other niche category, you can use the projects listed above as a template for your own project. Checkout KnowledgeHut’s best Data Science certification online for Data Engineering project ideas.

Frequently Asked Questions (FAQs)

An online portfolio is the best way to showcase your work. Document each project's construction and operation. Your blog entries or Github repositories may show your problem description, recommended design, data analysis approach, and results. Adding real world Data Engineering projects is a good way to showcase projects for Data Engineering. 

Start with a question. Next, find a relevant dataset. Kaggle, FiveThirtyEight, Google Trends, the Census Bureau, and Data.gov provide free datasets. Use an open API or web scraping tools to get website data. 

project-worthy topics in data engineering:

  • Data pipeline development
  • Data warehousing
  • Data modeling
  • Data integration
  • Data migration 

Data engineering creates a trustworthy data storage and processing infrastructure. Building and maintaining data pipelines to centralize data sources. Data engineers build and maintain the infrastructure data scientists and analysts utilize to work with data. 

Data engineering example:

Businesses want to know how website visitors behave. Web logs, smartphone apps, and social media accounts provide data. Databases, JSON, and CSV files contain the data. This data must be collected, normalized, imported into a central data repository, and examined. Data engineering is fascinating. Data engineers take data from multiple sources, convert it to Parquet or ORC, then put it into a data warehouse like Amazon Redshift or Google BigQuery. Data scientists and analysts may then study the data in a data warehouse. 

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Ritesh Pratap Arjun Singh

RiteshPratap A. Singh is an AI & DeepTech Data Scientist. His research interests include machine vision and cognitive intelligence. He is known for leading innovative AI projects for large corporations and PSUs. Collaborate with him in the fields of AI/ML/DL, machine vision, bioinformatics, molecular genetics, and psychology.

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    tl;dr give me an engineering project idea under $100. Sort by: tsielnayrb. • 10 yr. ago. buy 50x $0.99 laser pointers (~$50) disco ball (~$5-$15) and a bunch of optics and prisms. Remove the mirrors from the discoball (can use them later maybe) Cut a hemispheric depression about 1/5th the radius of he ball.

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    Exactly. 4. Break the big pieces into little pieces and estimate effort for each. On a smaller or simpler project, you may be able to combine this step with step 3.

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    3. r/MachinePorn for Machinery in HD. A subreddit catering to mechanical engineers who love nothing more than closely inspecting the inner workings of machinery, both old and new. Check it out to see an old ghost boiler, a Worthington air compressor from the 1950s, and the internals of a high-speed cycloidal drive - and prepare to be inspired.

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    Engineering internships for summer 2021 will provide you with many valuable experiences and give you a taste of what it'll be like to work as a full-time engineer later on. You'll connect with potential mentors, learn engineering trips and tricks, and build relationships with co-workers with a range of expertise.

  6. 5 Data Engineering Project Ideas To Put On Your Resume

    Project 2. To engage with some new technologies, you should try a project like sspaeti's 20 minute data engineering project. The goal of this project is to develop a tool that can be used to ...

  7. 5 Data Engineering Projects To Add To Your Resume

    Photo by Green Chameleon on Unsplash All signs point towards an auspicious future for data engineering. Dice's 2020 tech jobs report cites Data Engineering as the fastest growing job in 2020. Increasing by a staggering 50%, while Data Science roles only increased by 10%. You can rest assured that the influx of data engineering will not regress anytime soon.… Read more

  8. 1200+ Latest Electronics Engineering Projects Ideas

    You are sure to find your electronics project after going through our ECE categories and domains including IOT, Sensor based electronics, power electronics, robotics, microcontrollers, mechatronics, GSM/GPS, Wireless communication and more. Get 2021 latest list of 1200+ electronics projects ideas & topics for students and engineers from ...

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    A place to ask questions, discuss topics and share projects related to Electrical Engineering. On Reddit. Established 2011. 111K Members. Community Topics. View details for Electrical Engineering. Electrical Engineering. 18 communities for Electrical Engineers. Community Features. Forum.

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    Project 3: Customer Experience Management. Customer Experience Management is to manage the experience of all the customers by the services provider itself. It plays an important role in lessen the burden of management for mobile service providers like Ufone, Warid, etc. This project is purely related to Mobile Networks.

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    Implement custom logic for real-time data processing using Azure Functions. Set up Power BI for real-time data visualization and ensure a user-friendly experience. Click here to explore the source code for this data engineering project. 10. Real-time Financial Market Data Pipeline with Finnhub API and Kafka.

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  16. Top 12 Data Engineering Project Ideas [With Source Code]

    2. Use Python to Scrape Real Estate Listings and Make a Dashboard. Project Overview: If you're looking to get your hands dirty with some cutting-edge tech and big Data Engineering projects for engineering students, consider something like sspaeti's 20-minute data engineering project.