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.
23 projects
- 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 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 Construction, Infrastructure & Smart Cities Concrete strength predictor for mix design Predict concrete compressive strength from its mix, to cut down on trial batches. Python · Regression · Model explainability · Concrete technology
- Mini-project Agriculture & Food Crop recommendation from soil and weather Recommend the best crop for a field from its soil nutrients and local weather. Python · Classification · Agronomy basics · APIs
- Major project Agriculture & Food District crop yield prediction with satellite and weather data Predict crop yields for Indian districts before harvest from weather and satellite data. Python · Remote sensing · Geospatial analysis · Regression
- Major project Pharma & Life Sciences Drug activity prediction for a target protein Predict which molecules will be active against a disease target, to shortlist compounds for testing. Python · Cheminformatics · RDKit · Machine learning
- 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
- Mini-project Manufacturing, Robotics & Industry 4.0 Hydraulic system condition monitoring Tell the condition of coolers, valves, pumps and accumulators from sensor readings. Python · Sensor data · Classification · Fluid power basics
- Major project Logistics & Supply Chain Late-delivery risk and supply-chain control tower Predict which orders will arrive late and build a control-tower view for the logistics team. Python · Classification · Supply-chain management · Dashboards
- 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 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 Construction, Infrastructure & Smart Cities Traffic volume forecasting for a city corridor Forecast hourly traffic on a busy road from time, weather and holidays. Python · Time-series forecasting · Feature engineering · Urban mobility
- Major project Construction, Infrastructure & Smart Cities Urban air-quality early warning for Indian cities Forecast pollution levels a day ahead and warn residents before air turns unhealthy. Python · Time-series forecasting · Geospatial basics · Environmental science
- Major project Manufacturing, Robotics & Industry 4.0 Visual inspection for surface defects Find scratches, dents and other defects on manufactured parts from camera images. Python · Computer vision · Anomaly detection · PyTorch