Built under pressure.
On-device generative AI, flood mapping under tiny labels, agentic data systems — projects conceived, built, and judged in 24–48 hours. Each card opens a full write-up: the constraint, the approach, and what actually shipped.
Software Defect Prediction
2026ISEC 2026 Student Data Science Challenge
Predicting which software modules are defect-prone from static code metrics alone — without ever running the code.
SnapGen — On-Device Image Generation
2025Qualcomm Megathon 2025
Stable Diffusion running entirely on an Android phone — no cloud, no network, accelerated on the Snapdragon NPU.
Flood Inundation Mapping from SAR
2026ANRF AISE Hack 2026
Separating floodwater from permanent water on ~79 labeled SAR patches, with optical imagery cloud-occluded and the classes severely imbalanced.
YouMatter — Gamified Wellness & Insurance
2025StarHack (SUD Life)
A wellness app that turns healthy habits into insurance value — gamification, AR yoga, and an AI coach in one React Native build.
Real-Time Pose Detection
2024Qualcomm Megathon 2024
Real-time human pose estimation tuned to run smoothly on Snapdragon mobile hardware.
Agentic Data Quality on GCP
2025Lloyds Banking Agentic Hackathon
A multi-agent system that lets non-technical users detect, treat, and remediate data-quality issues across financial datasets — autonomously and auditably.
SmartMess — Intelligent Mess Management
2026HackIIIT 2026
Real-time crowd analytics, a peer-to-peer meal marketplace, and community-driven reporting for IIIT Hyderabad's mess system.