Built an AI-based dropout prediction and counselling system that identifies at-risk students early and connects them with targeted intervention pathways. Led a cross-functional team across the full build.

Designed and built EvolJewels Kiosk, an interactive jewelry browsing kiosk interface with a full product selection flow.

Built an intelligent data migration bot for a post-merger M&A scenario using Node.js in a low-code platform. Handled Julian date conversion, inconsistent customer naming, and legacy ID to UUID mapping. Core feature was a fuzzy-matching algorithm that automatically segregated clean records for direct ERP import from anomalies requiring human review — guaranteeing data integrity without manual processing of the full dataset.

Led team UnderDogs as team leader, proposing a decentralized skill verification platform for remote workers across Asia. Used Masumi DIDs and Cardano blockchain to issue NFT-based skill badges, with smart contract escrow payments and AI-powered job matching. Designed to eliminate credential fraud in gig economies.

Built GreenEvent AI, an autonomous multi-agent orchestrator for sustainable corporate event planning. Used Google ADK with a parallel agent architecture — VenueScout and TransportAgent running simultaneously — to fetch LEED-certified venues and calculate carbon emissions. Implemented Human-in-the-Loop approval via long-running operations before any booking is finalized, preventing unsupervised AI action.

Built FridgeFix, an AI-powered culinary assistant for students to reduce food waste. Enter your available ingredients and get unique 15-minute recipes tailored to your pantry instantly. Designed with a bento-box UI inspired by high-conversion patterns from Mobbin, with planned ElevenLabs voice integration for hands-free cooking instructions.

Built an interactive 3D chemistry lab using Unity, allowing students to perform virtual chemistry experiments in a simulated environment. Designed to make lab experiments accessible without physical lab constraints — mixing reagents, observing reactions, and learning through hands-on 3D interaction.

Built NutriVision, an intelligent dietary assistant that makes nutritional tracking as easy as taking a photo. Designed an Azure-powered architecture using Custom Vision for real-time food identification and Azure SQL Database for nutritional profiles. Delivered a deep-dive Figma prototype and technical architecture demonstration within the competition timeline.

Designed Tide, an emotional intelligence tool for therapists, social workers, and first responders — professionals who absorb emotional residue from others. The app reads a room's emotional state as a living aura, tracks real-time energetic exchange between two people in a session, and builds a personal weekly emotional map. Built with compassion fatigue prevention as the core use case.

Led team Ryzen Renegades building Brain Dump — an AI study companion that converts learning conversations into a personal Knowledge File. Core innovation was a distillation engine that converts raw chat into structured bullet points of what the student understood. Included hiccup detection that identifies concept gaps in real time and serves targeted 10-minute learning pathways. Leveraged AMD Ryzen AI NPU for fully offline on-device inference via ROCm.

Built KaanKhol, a trilingual Indian railway platform announcement decoder using acoustic repetition redundancy, cross-language voting, and timetable ground-truth verification. Deployed on Cloudflare Workers and Pages with Gnani Prisma/Timbre STT and TTS.

Built NetraMitra, an explainable AI Diabetic Retinopathy screening platform for rural health centers. Powered by a MATLAB deep learning image analysis pipeline, FastAPI backend, Gemini LLM explainability, and Next.js 15.

Built Couch Rivals, a real-time social match experience and companion for live Bundesliga matches using AWS Serverless (API Gateway WebSockets, DynamoDB, Lambda) with live pulse predictions and momentum wars.

Built ChainGuard AI, an autonomous logistics command center leveraging Google Gemini via Vertex AI, Firebase Firestore, and Google Maps API to optimize freight routes and lower carbon emissions.

Built RelayPatch, an on-device NPU developer tool that enables engineers to photograph code errors, speak fixes, and generate code patches entirely offline from their phone to laptop.

Built TerraPulse, APAC's real-time community resilience intelligence grid fusing satellite, IoT, and citizen data into hyperlocal ~100m hex cell resilience scoring for disaster response.

Built Puente, an agentic multimodal school notice assistant translating paper notices and drafting responses for non-native and immigrant families using Gemini 3.5 Flash and Google ADK.

Built NeighborNode, an autonomous multi-agent network on AWS coordinating community fridge restocking and surplus food donation matching to combat local food insecurity.

Built TrackSentinel AI, a real-time race safety and incident intelligence system processing synthetic telemetry and radio transcripts to detect track hazards and assist race control.

Designed The Ombuds Network, an institutional peer-led Media & Information Literacy (MIL) ombudsperson network mapping regional misinformation incidents in real time.

Built Tellus Ignota, a permanent community-owned infinite-grid exploration game on Reddit using Devvit Web and Phaser. Features persistent global fog-of-war world state, one-move-per-day scarcity, permanent username tile attribution, and community scavenger hunts.