All Projects

From hardware patents to AI research and web experiences — a complete view of what I've built.

IoT / AI / Hardware

IWM - Reverse Vending Machine

Automated PET bottle collection system with three-stage validation — presence, material type, and weight — rewarding users with thermal coupons. Built with Raspberry Pi, conveyor belt hardware, and custom embedded firmware.

IoT Hardware Embedded
Machine Learning Research

Staged Embarrassment Learning (SEL)

Training framework that prioritizes high-loss samples using sparse gradient updates, achieving substantial energy savings for edge and satellite deployments while trading a small amount of accuracy.

AI/ML Python Research
AI / Computer Vision

Recylo — Smart India Hackathon

IoT waste segregation system using ML and computer vision to classify household waste. Raspberry Pi 5 hardware, servo routing, and a companion web app for citizens, drivers, and admins.

Computer Vision Raspberry Pi IoT
Web Graphics / 3D

OceanOS

Marine conservation platform combining 3D ocean simulation, admin dashboard, fisherman incentive app, and pollution detection — built with Three.js, Node.js, and WebSockets.

Three.js WebGL Node.js
Full-Stack Marketplace

FitQuest

MERN stack marketplace for fitness professionals across India. Users discover coaches, book sessions, and leave reviews while trainers showcase certifications.

MERN Stack React MongoDB
Social / Productivity

OnlyFriends

Social accountability platform that turns individual goals into collaborative progress through streaks, leaderboards, and peer motivation.

JavaScript Behavioral Design WebApp
Machine Learning Research

SEL v2

Improved SEL with refined curriculum scheduling, broader model architecture compatibility, and updated benchmarks.

Deep Learning Python Efficiency