Things I have worked on
Sanchay AI Harness - Agentic Automation with Human-in-the-Loop
Systems level Personal Project · Aug. 2026
Built a bounded tool-calling agent loop (max 6 turns) using Groq with function calling, operating over a curated registry of 13 typed tools with strict risk classification. Designed a two-phase execution model: READ-risk tools execute inline for reasoning, WRITE-risk tools are staged into persisted action plans requiring explicit human approval before a transactional executor runs them with automatic rollback on failure. Implemented the security boundary where risk class comes from the server-side tool registry, never from the request body, preventing prompt-injection escalation attacks.
TypeScript, Groq, Tool Calling, Security
Distributed Event-Ticketing Platform
Systems level Personal Project · Aug. 2026
Merged CDC pipeline, Rust load balancer (P2C + health signals), and Node.js backend into a unified distributed system in 3 days. Zero-polling real-time sync via Postgres WAL → Debezium → Kafka → Redis → WebSockets.
Node.js, Rust, Kafka, Redis, PostgreSQL, WebSockets
Operations MCP - LP-Powered Business Problem Solver
Full Stack SaaS Project · Jul. 2026
Wrapped Linear Programming algorithms (Simplex, Dual Simplex, Gomory) in a Model Context Protocol so LLMs can autonomously reason over and solve structured business optimization problems. Built a full-stack API platform with JWT authentication and API key management to expose the Operations MCP as a production-grade service.
TypeScript, MCP, Linear Programming
View Project →EdgeSLM - Smart Store Assistant
Edge AI Personal Project · May. 2026
Built a voice-enabled recommender running a swappable Small Language Model locally on Raspberry Pi 5 using FastAPI, WebSockets, llama.cpp, Whisper, and Piper. Implemented FAISS-backed RAG with rule-based clarification and deterministic fallback, keeping the assistant operational even without downloaded models. Built a minimal browser UI on LAN for voice and chat interaction.
Python, FastAPI, WebSockets, llama.cpp, Whisper, Piper, FAISS
View Project →Athena - Personal Intelligence Layer + Digital Clone
Systems level Personal Project · Aug. 2026
Built a local intelligence daemon with an identity core, knowledge graph, dialogue engine, privacy kernel, and action ledger, all running as a persistent Python service. Enforced graduated autonomy boundaries at the code level so the agent never acts outside user-defined limits, exposing a localhost API for external surfaces.
Python, Knowledge Graphs, Local LLMs
Lumea
Co-Code Hackathon 2026 - 2nd Place · Jan. 2026
A platform which checks the reports of the patient, calculates a health index, uses context and AI integrations like chatbots and voice agents with whatsapp reminders - My role was to dockerize, overlook the entire thing and add security features
TypeScript, Vite React, Fast API
View Project →Lattice
Systems level Personal Project · Jan. 2026
Designed a BitTorrent-inspired protocol covering peer discovery, metadata exchange and handshake procedures. Implemented chunked streaming for multi-GB file transfers. Built SHA-256 based integrity verification and deterministic file reconstruction logic.
TypeScript, Bun, TCP/IP
View Project →Discord RPG Bot
Collaborative Project · Dec. 2025
A discord RPG Game featuring a full fledged Economy, Shop and NPCs
TypeScript, Discord.js
Lazy Certificate
Automation Project · Nov. 2025
Engineered a bulk automation system to generate personalized certificates by binding structured data to Canva templates. Integrated with Canva's SDK to enable seamless rendering and export of dynamically generated assets.
TypeScript, Canva SDK