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 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 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 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 IT, Software & SaaS Legal document classifier Sort legal documents and court decisions by area of law. Python · NLP · Text classification · Legal research
- 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 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 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 Insurance Medical insurance premium estimator Estimate health-insurance costs from a customer's profile, and explain the price. Python · Regression · Insurance basics · Model explainability
- Major project Cybersecurity & Digital Trust Network intrusion detection with explainable alerts Detect attacks in network traffic and explain each alert to a security analyst. Python · Network security · Imbalanced learning · XGBoost or PyTorch
- 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 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 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
- Mini-project Electronics, Semiconductors & Telecom Radio signal modulation recognition Recognise the modulation type of a radio signal from raw samples. Python · Signal processing · Deep learning · Communication systems
- 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
- 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