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 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 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
- Mini-project IT, Software & SaaS Art style classifier and gallery Recognise painting styles and build a gallery that recommends similar art. Python · Computer vision · Embeddings · Art history
- 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
- Mini-project Manufacturing, Robotics & Industry 4.0 Bearing fault detection from vibration signals Detect and classify bearing faults in rotating machines from vibration data. Python · Signal processing · FFT · Machine 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
- Mini-project Construction, Infrastructure & Smart Cities Concrete strength predictor for mix design Predict concrete compressive strength from its mix, to cut down on trial batches. Python · Regression · Model explainability · Concrete technology
- 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
- 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 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
- 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
- Major project Agriculture & Food District crop yield prediction with satellite and weather data Predict crop yields for Indian districts before harvest from weather and satellite data. Python · Remote sensing · Geospatial analysis · Regression
- Major project Pharma & Life Sciences Drug activity prediction for a target protein Predict which molecules will be active against a disease target, to shortlist compounds for testing. Python · Cheminformatics · RDKit · Machine learning
- 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 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
- 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 Automotive, EV & Aerospace EV battery health estimator Estimate a lithium-ion battery's state of health from its charge and discharge cycles. Python · Regression · Battery basics · Data visualisation
- 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
- 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