Project Lab
Industry projects for every branch
Semester mini-projects and final-year major projects, written like real client briefs, each with free, open datasets from India and around the world. Build one with your team and a mentor who reviews every milestone, or bring your own idea.
22 projects
- Major project Electronics, Semiconductors & Telecom AI beam selection for 5G mmWave Pick the best antenna beam for a moving user with machine learning instead of a full beam sweep. Python · Wireless communications · MIMO basics · Deep learning
- Mini-project Manufacturing, Robotics & Industry 4.0 Bearing fault detection from vibration signals Detect and classify bearing faults in rotating machines from vibration data. Python · Signal processing · FFT · Machine learning
- Major project Healthcare & Hospitals Chest X-ray triage assistant Put the most urgent chest X-rays at the top of a radiologist's list. Python · Medical imaging · Deep learning · PyTorch
- Major project Construction, Infrastructure & Smart Cities City open-data app for a civic problem Pick a real problem in your city and build an open-data app that helps solve it. Data collection · Geospatial analysis · Python or no-code tools · User research
- Mini-project Electronics, Semiconductors & Telecom ECG heartbeat classifier for a wearable Classify heartbeats from ECG signals, small enough to run on a wearable. Python · Signal processing · TensorFlow or PyTorch · Model compression
- Mini-project Automotive, EV & Aerospace EV battery health estimator Estimate a lithium-ion battery's state of health from its charge and discharge cycles. Python · Regression · Battery basics · Data visualisation
- Mini-project Cybersecurity & Digital Trust Fake news detector Flag likely fake or misleading news articles and explain why. Python · NLP · Media literacy · Ethics
- Mini-project Energy, Power & Utilities Household energy use forecaster Forecast a home's electricity use and show where the energy goes. Python · pandas · Time-series forecasting · Matplotlib or Plotly
- Major project Cybersecurity & Digital Trust Network intrusion detection with explainable alerts Detect attacks in network traffic and explain each alert to a security analyst. Python · Network security · Imbalanced learning · XGBoost or PyTorch
- Mini-project Cybersecurity & Digital Trust Phishing website classifier Tell phishing websites from genuine ones using features of their address and page. Python · Classification · Model explainability · Flask or Streamlit
- Mini-project Energy, Power & Utilities Power plant output model Predict a combined-cycle power plant's output from the ambient conditions. Python · Regression · Thermodynamics basics · Data visualisation
- Major project Automotive, EV & Aerospace Predictive maintenance: remaining useful life of jet engines Predict how many cycles a turbofan engine has left before it needs maintenance. Python · Time series · Deep learning · Reliability engineering
- Mini-project Construction, Infrastructure & Smart Cities Public data story: your district in numbers Tell the story of your home district with official open data. Excel or Python · Looker Studio or Power BI · Data storytelling · Public policy
- Mini-project Electronics, Semiconductors & Telecom Radio signal modulation recognition Recognise the modulation type of a radio signal from raw samples. Python · Signal processing · Deep learning · Communication systems
- Mini-project Retail, E-commerce & Consumer Goods Restaurant success analysis for a food-delivery market Find what makes restaurants in Bengaluru succeed on a food-delivery platform. Python · Exploratory analysis · Regression · Market research
- Major project Automotive, EV & Aerospace Road scene understanding for Indian roads Segment roads, vehicles and people in driving images from Indian traffic. Python · Computer vision · Semantic segmentation · PyTorch
- Mini-project Retail, E-commerce & Consumer Goods Sales performance dashboard for a retail chain Build the sales dashboard a retail chain's managers would check every Monday. Excel · Power BI or Tableau · Data modelling · Business communication
- Major project Energy, Power & Utilities Solar plant generation forecasting and fault flagging Forecast a solar plant's output from the weather and flag inverters that under-perform. Python · Time-series forecasting · Anomaly detection · Renewable energy basics
- Mini-project IT, Software & SaaS Student performance early-warning dashboard Find students at risk of failing early in the term, so teachers can help in time. Python · Classification · Fairness in ML · Dashboards
- Major project Construction, Infrastructure & Smart Cities Sustainable Development Goals progress tracker Track how India and its states are progressing on the UN Sustainable Development Goals, and where they lag. Data analysis · Statistics · Forecasting · Policy research
- Mini-project Electronics, Semiconductors & Telecom Telecom customer churn predictor Predict which mobile customers are about to leave and why. Python · Classification · Customer analytics · Business communication
- Major project Electronics, Semiconductors & Telecom Wafer-map defect classification for chip fabs Recognise defect patterns on silicon wafer maps and link them to process faults. Python · Computer vision · CNNs · Feature selection