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
- Mini-project Banking & Fintech Bank term-deposit campaign targeting Choose which customers a bank should call in its next deposit campaign. Python · Classification · Marketing analytics · Excel
- 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 IT, Software & SaaS Contract clause finder for legal review Find and highlight the clauses a lawyer must check in a commercial contract. Python · NLP · LLMs · Contract law basics
- Mini-project Banking & Fintech Credit card default risk scorecard Score the risk that a credit-card customer misses next month's payment. Python · Credit risk · Logistic regression · Scorecards
- Major project Retail, E-commerce & Consumer Goods Customer review insights platform Turn thousands of product reviews into clear insights for a brand's product team. Python · NLP · Topic modelling · LLMs
- Mini-project Logistics & Supply Chain Delivery-time estimator for e-commerce orders Promise customers an accurate delivery date when they order. Python · Regression · Geospatial basics · E-commerce operations
- Major project Retail, E-commerce & Consumer Goods Demand forecasting for a retail chain Forecast daily demand for thousands of products so stores stock the right amount. Python · Time-series forecasting · LightGBM · Inventory management
- Mini-project IT, Software & SaaS Employee attrition risk and HR dashboard Predict which employees may resign and show HR what drives attrition. Python or Power BI · Classification · HR analytics · Ethics in analytics
- Mini-project Cybersecurity & Digital Trust Fake news detector Flag likely fake or misleading news articles and explain why. Python · NLP · Media literacy · Ethics
- Major project Banking & Fintech Financial news research assistant Summarise and score financial news for an equity research analyst. Python · NLP · LLMs · Financial analysis
- 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
- Major project Insurance Insurance cross-sell and claim-risk modelling Find health customers likely to buy vehicle insurance, and price motor risk fairly. Python · Classification · Probability calibration · Insurance analytics
- 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 Banking & Fintech Macroeconomic dashboard for India Track India's key economic indicators and compare them with other economies. Excel or Python · Power BI or Looker Studio · Macroeconomics · Data journalism
- Major project Agriculture & Food Mandi price forecasting for farmers Forecast wholesale prices of key crops in Indian mandis to help farmers decide when and where to sell. Python · Time-series forecasting · Agricultural economics · Data collection
- Mini-project Retail, E-commerce & Consumer Goods Market basket analysis for a grocery store Find which products are bought together and suggest bundles and shelf placements. Python · Association rules · Retail analytics · Data storytelling
- 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
- 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