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.
17 projects
- Mini-project Pharma & Life Sciences Adverse drug event explorer Find unusual side-effect signals for medicines from public safety reports. Python · Pharmacovigilance · APIs · Data visualisation
- 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
- Major project Healthcare & Hospitals Disease burden trends and forecasts Analyse and forecast disease burden across countries, and what explains the differences. Python or R · Epidemiology · Statistics · Forecasting
- 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 Cybersecurity & Digital Trust Fake news detector Flag likely fake or misleading news articles and explain why. Python · NLP · Media literacy · Ethics
- Mini-project Retail, E-commerce & Consumer Goods Food product nutrition and labelling checker Score packaged foods on nutrition and flag misleading labels. Python · Data cleaning · Nutrition science · Data visualisation
- Mini-project Healthcare & Hospitals Heart disease risk calculator Estimate a patient's risk of heart disease from routine tests, with the reasons shown. Python · Classification · Calibration · Clinical data
- Major project Healthcare & Hospitals Hospital readmission risk for diabetes patients Predict which diabetes patients will be readmitted within 30 days and plan follow-up care. Python · Healthcare analytics · Classification · Calibration
- Mini-project Healthcare & Hospitals Liver disease screening model Screen for liver disease from blood test results of Indian patients. Python · Classification · Clinical biochemistry · Model explainability
- Mini-project Insurance Medical insurance premium estimator Estimate health-insurance costs from a customer's profile, and explain the price. Python · Regression · Insurance basics · Model explainability
- 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
- 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 Healthcare & Hospitals Skin lesion classification for teledermatology Classify skin lesion photos to help prioritise teledermatology cases. Python · Computer vision · Deep learning · Dermatology 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