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.
29 projects
- Major project Electronics, Semiconductors & Telecom AI beam selection for 5G mmWave Pick the best antenna beam for a moving user with machine learning instead of a full beam sweep. Python · Wireless communications · MIMO basics · Deep learning
- 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 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 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
- Major project IT, Software & SaaS English–Indian language translation helper Build and evaluate a translation helper for an Indian language, tuned for one field such as education or health. Python · NLP · Machine translation · Human evaluation
- 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 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 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
- 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
- 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 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
- 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
- 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 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