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codewithleo1/README.md

Hey, I'm Suraj Chopade 👋

AI Engineer · Agentic Systems · LLMs · RAG · Production AI

I build autonomous AI systems — multi-agent pipelines, RAG-powered backends, and production-ready APIs. Based in Mumbai 🇮🇳. Shipping under Code With Leo.

"Ship real systems. Learn in public. Build what matters."


🚀 Shipped

Open-source observability + time-travel debugging for AI agent pipelines. Records every agent action as an OpenTelemetry span tree — fork execution from any past step, edit a prompt, replay only downstream agents. No re-running the full pipeline.

Key features: Interactive span tree · Time-travel replay · LLM-as-a-judge scoring · Webhook alerts · Dashboard metrics · Multi-tenancy · Docker self-hosting

FastAPI asyncpg Neon PostgreSQL LangGraph Groq LLaMA 3.3 70B OpenTelemetry React @xyflow/react JWT Auth Docker Compose Render Vercel


Multi-agent AI platform for autonomous data analysis — built across 9 phases on CPU-only hardware using free tools.

LangGraph Gemini 2.5 Flash Groq LLaMA 3.3 70B FastAPI PostgreSQL Redis Qdrant React TypeScript Docker Compose Nginx GitHub Actions


Enterprise helpdesk AI — JWT auth, RBAC, 6 business tools via native Groq tool-calling, per-session Redis memory, ticket scoping by role.

Groq LLaMA 3.3 70B FastAPI Async SQLAlchemy Supabase PostgreSQL Upstash Redis Pydantic v2 React 18 Vite Tailwind CSS Docker GitHub Actions JWT Auth


Multi-agent customer support system — intent classifier → ReAct agent → critic → escalation. Real-time WebSocket streaming. 25/25 tests passing.

LangGraph Groq LLaMA 3.3 70B ChromaDB Redis FastAPI WebSocket Streamlit GitHub Actions uv


AI-powered CRM — $7.4M pipeline dashboard, AI churn prediction, one-click email drafting in 3 tones, real email delivery via Resend, Kanban pipeline.

Groq LLaMA 3 FastAPI Supabase PostgreSQL Resend React 18 Recharts Zustand Render Vercel


Autonomous AI career advisor for green job transitions — login system, RBAC, full run history, PDF export, 25 automated tests.

Groq LLaMA 3.3 70B DuckDuckGo Search Streamlit SQLite bcrypt fpdf2 pytest uv


Dynamic document upload pipeline with semantic search — upload any doc, ask questions, get cited answers with source references.

LangChain ChromaDB FastAPI HuggingFace Embeddings Streamlit


🔨 Currently Building

Autonomous API Drift & Schema Remediation Agent

When a third-party API breaks your integration, SelfHeal detects the failure, fetches the vendor's latest OpenAPI spec, diffs it against your code, rewrites the broken function, validates it, and opens a PR — automatically. No human intervention required.

Pipeline: Detect (log analyzer) → Crawl (OpenAPI differ) → Patch (code rewriter) → PR (GitHub automation)

Phases 0–2 complete (60%). Phases 3–4 in progress — async job queue, live progress UI, production deploy.

FastAPI LangGraph Groq LLaMA 3.3 70B Claude claude-sonnet-4-6 GitHub API Supabase Upstash Redis React 18 TypeScript Vite Railway Vercel Sentry GitHub Actions


AI tutor that generates personalized learning roadmaps and teaches each topic through a chat-style flow + quiz system. Phase 2 of 4 complete — 3D avatar (Three.js + Ready Player Me) coming next.

Groq LLaMA 3.3 70B FastAPI Neon PostgreSQL React 18 Three.js Ready Player Me Groq Whisper Monaco Editor


🛠️ Stack

LLMs & APIs     Groq (LLaMA 3.3 70B) · Gemini 2.5 Flash · Claude Sonnet 4.6 · Groq Whisper
Agentic AI      LangGraph · Tool Calling · ReAct · MCP · CrewAI
RAG             ChromaDB · Qdrant · FAISS · LangChain · LlamaIndex · HuggingFace Embeddings
Observability   OpenTelemetry · SwarmTrace · Sentry · Structured Logging
Backend         FastAPI · WebSocket · Async SQLAlchemy · Pydantic v2 · SlowAPI · asyncpg
Databases       PostgreSQL · Redis · SQLite · Supabase · Upstash · Neon
Auth & Security JWT · bcrypt · API Key Auth · RBAC · GitHub OAuth
Frontend        React 18 · Vite · TypeScript · Tailwind CSS · shadcn/ui · Recharts · Zustand · Three.js · Streamlit
DevOps          Docker · Docker Compose · Nginx · GitHub Actions · Render · Railway · Vercel
ML / DS         Scikit-learn · PyTorch · Pandas · NumPy · Evidently
Email           Resend
Package Mgmt    uv · pip · npm

📬 Let's Connect

LinkedIn GitHub Email HackerNews


Pinned Loading

  1. AEGIS-Autonomous-Enterprise-Grid-Intelligence-System AEGIS-Autonomous-Enterprise-Grid-Intelligence-System Public

    Autonomous enterprise helpdesk — agentic query routing, tool-calling, structured output · Groq + FastAPI + PostgreSQL

    Python 1

  2. eada eada Public

    Multi-agent AI platform for autonomous data analysis — LangGraph + Gemini + FastAPI + RAG + Docker

    Python

  3. Autonomous-Customer-Support-Agent Autonomous-Customer-Support-Agent Public

    Autonomous customer support agent with escalation logic — LangGraph + ChromaDB + Redis + FastAPI + WebSocket

    Python

  4. Green-Job-Agent Green-Job-Agent Public

    Autonomous AI agent for green career transition — login, run history, PDF reports, 25 tests

    Python

  5. docurag-intelligence docurag-intelligence Public

    DocuRAG — Ask anything about your documents. RAG system powered by Groq + LLaMA 3.3 70B + ChromaDB + Google OAuth

    Python

  6. ai-sales-crm ai-sales-crm Public

    AI-powered Sales CRM — pipeline analytics, churn prediction, and one-click email drafting via Groq LLaMA 3. Built with FastAPI, React, Supabase, and Resend. Full-stack portfolio project deployed on…

    JavaScript 1