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
- 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 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
- 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 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
- 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 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
- Mini-project IT, Software & SaaS Log anomaly detector for a web service Spot unusual behaviour in server logs before users notice an outage. Python · Log parsing · Anomaly detection · scikit-learn
- 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
- Major project IT, Software & SaaS Open-source project health analytics Score the health of open-source projects from their public GitHub activity. Python or SQL · Data engineering · BigQuery or DuckDB · Time-series features
- 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 Pharma & Life Sciences Protein function classifier from sequences Predict a protein's family or function from its amino-acid sequence. Python · Bioinformatics · Machine learning · Protein biology
- 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
- Major project Banking & Fintech Real-time payment fraud detection with explanations Catch fraudulent payments as they happen, with a reason an investigator can check. Python · Imbalanced learning · XGBoost · APIs (FastAPI)
- 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 Sentiment analysis for Indian languages Understand what customers feel from reviews written in Indian languages. Python · NLP · Multilingual models · Hugging Face
- 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 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