# Projects

## Kairo — AI Incident Copilot

Project URL: https://github.com/ShaanGS/Kairo

Skills: Next.js, TypeScript, Tailwind CSS, Groq (qwen3-32b), Vectorize, Slack Bot

Memory-native AI copilot for SRE and engineering teams.
- Monitors third-party vendor API failures and recalls similar past incidents using Hindsight (Vectorize) memory.
- Published as a Slack bot.

## KairoRM — Codebase Intelligence CLI

Project URL: https://github.com/ShaanGS/KairoRM

Skills: Python, tree-sitter, ChromaDB, sentence-transformers, Groq, networkx, FastAPI, rich

`kairo map <github-url>` — deep onboarding and intelligence for any codebase.
- 6-layer pipeline: ingestion → parsing (AST + PageRank call graph) → indexing (BM25 + semantic hybrid RRF) → agents → synthesis → output.
- Outputs rich terminal docs, `architecture.md`, `kairomap.json`, and a live Q&A server.
- 104 tests passing, ruff clean.

## VibeSafe — CLI Security Scanner

Project URL: https://github.com/ShaanGS/VibeSafe

Skills: Open Source, Node.js, TypeScript, pnpm-workspace, Turborepo, vitest, tsup

`npx vibesafe scan` — security scanner for AI-generated / vibe-coded apps.
- Detects OWASP Top 10, hardcoded secrets (13 patterns + Shannon entropy), and vulnerable dependencies.
- Built as a pnpm + Turborepo monorepo with strict TypeScript.
- 84+ passing tests.

## Guild — College Team Formation Platform

Project URL: https://github.com/ShaanGS/Guild

Skills: Lovable, Supabase, Product Design

Discovery-focused team formation platform for SRM students (expanding to any .edu.in).
- Auth, 6-step onboarding, Discover with filters, Team Board, nudge system, Idea Board, notifications, and profile pages.
- Won 3 early competitions (hackathon, project expo, ideathon).
- Judge-recommended for institutional deployment.

## SmogBuster Poles — Smart Air Purification

Project URL: https://github.com/ShaanGS/SmogBuster_Poles

Skills: LSTM, Fuzzy Logic, React, Vite, TypeScript, Recharts, Framer Motion

Smart street poles with active air purification (electrostatic precipitation) and real-time AQI monitoring.
- LSTM (two stacked layers, 128 + 64 units) + fuzzy logic (27 Mamdani rules, centroid defuzzification) for air-quality prediction.
- Dashboard built with React + Vite + shadcn/ui + Recharts; includes a 3D model (406K faces).
- Won 5 competitions, evaluated for patent.
- Best Paper Award — NSCIS 2026 IEEE Symposium (as the Mind Mesh team).

## Nexus — Multi-Agent Orchestration Engine

Project URL: https://github.com/ShaanGS

Skills: Groq, Redis, FastAPI, SSE, Pydantic v2, React, Vite, shadcn/ui

Proof-of-work project demonstrating agentic infrastructure.
- Dynamic task dependency graph with asyncio event-driven dispatch.
- Full task state machine (PENDING → RUNNING → RETRYING → DEAD) with exponential backoff.
- FastAPI + SSE backend with a React + Vite control panel.

## Aarogya — Voice-First Maternal Health Tool

Project URL: https://github.com/ShaanGS

Skills: Gemini API, Web Speech API, Supabase

Voice-first diagnostic tool for ASHA workers, built at HackNova 3.0.
- Detects dangerous symptom combinations missed on paper forms.
- Hindi + English UI, mobile-first.

## ProjectForge — Hackathon Assistant

Project URL: https://github.com/ShaanGS

Skills: Groq API, Google Cloud Run

Hackathon assistant built for the Google × GeeksforGeeks "Build with AI" workshop.
- Deployed on Google Cloud Run using the Groq API.
- Brutalist aesthetic: `#0E0E0E` background, `#E8FF00` accent, Bebas Neue + Space Mono + DM Sans.