07 — Playground
Smaller, looser, still real.
Not every idea earns a full case file. This is where the smaller experiments, side studies, and one-off tools live.
Little's Law, live
Wait-time estimator
The same model VoxelQ runs on a live camera feed — here, W = L / λ, worked by hand.
AgriBotics detector bake-off
Task-round submission for an AI/CV Research Intern role — a head-to-head comparison of object-detection architectures for edge-deployed fruit detection.
PayShield
A secure UPI receipt verification system (Flask, PostgreSQL, RSA, SHA-256, JWT) built to explore tamper-proof verification for everyday payment receipts.
AdaptiFlow
Final-year project on AI/CV/IoT-based smart traffic management with emergency-vehicle priority — Next.js + FastAPI + WebSocket + MJPEG streaming, backed by a 25-paper literature review.
Churn & segmentation study
Customer churn prediction and behavioral segmentation on bank churn data using K-Means clustering, KNN, and decision trees.