Student showcase

Built by our students

Every student graduates with 15–19 projects and a deployed team capstone. This is where we'll show them off.

Our first batch is building right now

Capstones from our first demo day will appear here, with live demos, GitHub repos and demo videos. Until then, here's the kind of thing our students will build.

Capstone ideas

What teams can build

Agentic AI Development

Campus voice concierge

answers questions about timetables, events and rules by voice (voice pipeline, RAG, streaming)

Placement prep coach

runs mock interviews, reviews resumes, tracks progress in a database (multi-agent, memory, voice)

Ask-your-data analyst

answers business questions over a company database in plain English, with charts (text-to-SQL, MCP, safety)

Live stock / crypto analyst

watches markets and news, stores history, explains moves, sends alerts (live data, event-driven, SQL)

ML, Deep Learning & Transformers

Crop disease detector

identifies plant diseases from leaf photos and suggests actions (CNNs, transfer learning, mobile-friendly app)

Regional-language news classifier

classifies Tamil / Hindi news by topic and flags fake-news signals (multilingual Transformers, fine-tuning)

Regional speech-to-text

fine-tunes a speech model (e.g. Whisper) on local accents (audio models, fine-tuning, WER)

Traffic and helmet detection

counts vehicles and detects helmet violations from road video (object detection (YOLO), video)

Data Science

UPI / card fraud detection

Which transactions should be flagged for review? (Imbalanced classification, thresholds, SHAP)

Crop yield and price forecasting

What will yield and mandi prices look like next season? (Time series, weather APIs, dashboards)

College placement analytics

What predicts placements, and what should the college change? (SQL, statistics, classification)

Air-quality forecasting

When will AQI cross unsafe levels in a city? (Time series, live data, alerts)