An autonomous escrow platform where three competing AI agents negotiate deals through a weighted optimizer, while an ARC-4 smart contract handles fund locking and release on Algorand — no human intermediary required.

• Three competing agents negotiate deals via a weighted optimizer with autonomous on-chain settlement.
• Self-hosted LLM inference stack (vLLM + ROCm) with a 3-tier fallback chain for reliability.
• ARC-4 smart contract handles trustless fund locking and release on Algorand.

A full-stack AI runtime that cuts LLM inference cost by compressing user-specific conversational context into persistent memory banks, then dynamically routing requests to cheaper models once memory coverage is sufficient.

• Compresses conversational context into persistent Hindsight memory banks to reduce cost.
• 11-node LangGraph pipeline: memory retrieval, RAG, prompt optimization, routing, validation, writeback.
• FastAPI SSE streaming backend with a React dashboard for token, latency and savings metrics.

A food-waste tracking platform using YOLOv8 with a classical CV fallback to analyze plate waste in real time, paired with a penalty ledger that routes the majority of collected funds to NGO partners.

• YOLOv8 + CV fallback (Hough circles + contour analysis) analyzes plate waste in under 200ms.
• Penalty ledger charges restaurants and routes 95% of collected funds to NGO partners.
• Zero double-counting enforced across a 7-state order lifecycle.

An end-to-end IoT bell automation system pairing an ESP01S and relay module with a Flutter Windows desktop app, replacing manual bell operation with schedule-driven, remotely controlled ringing.

• Flutter desktop app packaged for Windows with MSIX for simple campus deployment.
• Firebase Realtime Database dispatches bell commands to the ESP01S over Wi-Fi with sub-second latency.
• ESP01S + relay hardware handles the physical bell trigger reliably from scheduled or remote commands.

A de-identified, cross-lingual registry designed to reunite lost pilgrims at the Nashik Kumbh Mela 2027 without surveilling anyone. The system matches weak signals across languages and reveals identity only after a human-confirmed reunion.

• Tier-1 offline rules handle most matches, while Tier-2 Claude resolves ambiguous cross-lingual descriptions.
• Privacy is structural: hash at ingest, match blind, reveal on confirmation, audit the reunion, then purge raw PII.
• Voice-first intake, drift prediction, booth mesh fallback and a live Streamlit operator dashboard support field teams.

A natural-language package manager and error watcher for Linux. Novato translates what users want into distro-aware commands, explains failures in plain English, and keeps working with an offline fallback when the internet is unavailable.

• Intent-to-command search detects the distro, ranks packages and shows the exact command before execution.
• A silent shell watcher speaks only when a command fails and offers a practical fix.
• Basic rules, local llamafile and online Groq backends form an automatic four-mode fallback chain.

A multi-agent operating system that takes a business from idea to live, tested and marketed product. Local document grounding keeps private source material close, while specialized Gemini agents coordinate research, legal, brand, build, sales and support.

• Gemma 4 local vault ingests documents, performs OCR and grounds agents in real business numbers.
• Seven specialized agents work in parallel with conflict resolution before changes ship.
• Plain-language Antigravity edits continuously update the live product while team context stays permissioned.

A three-sided sports marketplace connecting athletes, organizations and brands in one hub. Athletes build discoverable profiles, organizations host trials and recruit talent, and brands reach verified sports audiences through media-rich experiences.

• Athlete signup to event acceptance is streamlined into a three-step application workflow.
• Cloudinary-powered highlight videos and stats create responsive, media-rich athlete profiles.
• Supabase subscriptions power real-time updates across trials, applications and marketplace activity.