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.
15 projects
- 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
- 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
- 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
- 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 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
- 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 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
- 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 Sentiment analysis for Indian languages Understand what customers feel from reviews written in Indian languages. Python · NLP · Multilingual models · Hugging Face
- 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