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.
61 projects
- 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
- Mini-project IT, Software & SaaS Sentiment analysis for Indian languages Understand what customers feel from reviews written in Indian languages. Python · NLP · Multilingual models · Hugging Face
- Major project Healthcare & Hospitals Skin lesion classification for teledermatology Classify skin lesion photos to help prioritise teledermatology cases. Python · Computer vision · Deep learning · Dermatology basics
- 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
- Major project Banking & Fintech Stock movement prediction with news sentiment Combine price history and news sentiment to study short-term moves of NIFTY 50 stocks. Python · NLP · Time-series · Backtesting
- 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
- Mini-project Agriculture & Food Tomato leaf disease detector Identify tomato leaf diseases from a phone photo and suggest what to do. Python · Computer vision · Transfer learning · Plant pathology basics
- 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
- 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