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Sujitchan431/README.md

Forward Deployed Agent Orchestrator & Builder-Distributor

4 autonomous AI agent pipelines in production. 95-agent fleet. 3,147 businesses processed. Zero downtime.

πŸ”­ I deploy multi-agent AI systems into real business environments β€” not prototypes, not demos. Production pipelines running 24/7 with self-healing monitors, dead-letter queues, and model routing.

πŸ’¬ Ask me about agent orchestration, multi-agent architecture, self-healing pipelines, GTM engineering, or turning a single spec into a deployed SaaS product.

πŸ“« Open to remote: Forward Deployed Engineer Β· Agent Orchestrator Β· GTM Engineer Β· AI PM roles worldwide. DM me for a live demo.

⚑ I went from mechanical engineering to orchestrating 95 AI agents. Portfolio > rΓ©sumΓ© β€” here's what's live.


🏭 Production Agent Pipelines (LIVE)

Pipeline What It Does Scale Stack
Ad Scout Autonomous lead gen β€” discovers Meta ad spenders β†’ scores β†’ enriches β†’ sends gap-matched outreach 1,570 leads Β· 243 enriched Β· 5-stage pipeline Python Β· Supabase Β· DeepSeek Β· Resend
TradeFlow B2B trade orchestration β€” plumbing/HVAC businesses scored across 5 gap dimensions β†’ 11 offer types 3,147 businesses processed Python Β· Outscraper Β· SQLite Β· Twilio
Sayso Voice-to-work-order AI copilot β€” field technician speaks β†’ Whisper transcribes β†’ GPT structures β†’ ServiceTitan 97% accuracy Β· 99 Lighthouse score Next.js 16 Β· OpenAI Β· Supabase Β· Vercel
Foundry SaaS factory β€” spec-to-deployment pipeline using parallel agent workers + PLAN.md methodology 4 products built Expo RN Β· DeepSeek Β· Supabase

Architecture highlights:

  • Self-healing monitors β€” auto-detect agent failures, dead-letter queues prevent data loss, auto-retry with model fallback
  • 95% cost reduction β€” SQLite local mirror architecture eliminated $500+/month Supabase egress
  • Mission Control dashboard β€” real-time fleet health at pipeline.sujitbuilds.com

πŸ›οΈ Live Published Extensions

Extension Platform What It Does Status
Retinue CRM Shopify App Store AI-powered CRM for Shopify merchants β€” 499 verified leads, 38 qualified (β‰₯70% Shopify match), lead source intelligence preserved. PocketBase + Telegram bot. 🟒 Live
RecoverOS Chrome Web Store AI posture correction Chrome extension β€” on-device computer vision, 48 correction features, Stripe monetization. Zero data leaves the device. 🟒 Live

πŸš€ Products & Startups

  • BankGaadi.com β€” Vehicle repossession auction aggregator. FastAPI + Next.js + Playwright scrapers.
  • InstantPlan β€” AI floor plan generator from natural language prompts. SaaS for homeowners, builders, real estate.
  • DrAdityaMD β€” Medical practice website with auto-blog via DeepSeek API.
  • LullaLog Baby β€” Voice-first, privacy-focused baby tracking app for iOS.

πŸ”§ GTM Engineering & Revenue Automation

I don't just build AI products β€” I build the systems that sell them.

Capability Tools Impact
Pipeline automation Python Β· n8n Β· Clay Β· Zapier 0 manual intervention in lead workflows
Revenue infrastructure Supabase Β· Resend Β· Twilio Multi-channel outreach: email + voice + SMS
Lead scoring & enrichment Custom scoring engine Β· Outscraper 5-dimension gap analysis across 3,147 businesses
Cost engineering SQLite mirroring Β· Model routing 95% infrastructure cost reduction at scale

πŸŽ“ AI/ML Engineering Portfolio β€” 20 Projects (click to expand)

Analytics Vidhya GenAI Pinnacle Plus: Classical ML β†’ Deep Learning β†’ NLP β†’ LLM Fine-tuning β†’ RAG β†’ AI Agents β†’ Multi-Agent Systems

🧠 ML & Deep Learning

Project Stack What I Built
Health Insurance Classification scikit-learn, XGBoost 4 classifiers + feature engineering + clinical data cleaning
Foundational ML Γ— 4 scikit-learn, XGBoost Healthcare + Employee turnover + NYC Taxi 729K rows regression
Water Quality DL TensorFlow, Keras Dual-task DNN (regression + classification)

πŸ—£οΈ NLP & LLM Fine-Tuning

Project Stack What I Built
NLP Sentiment: TF-IDF β†’ BERT PyTorch, HuggingFace, BERT RNN/LSTM/GRU/BERT comparison on 1.6M tweets
QLoRA BERT Fine-Tuning PEFT, BitsAndBytes 4-bit NF4 quantization + LoRA β€” trains ~0.1% of params
BPE Tokenizer from Scratch HuggingFace tokenizers 30K vocab BPE on WikiText-2

πŸ” RAG Systems

Project Stack What I Built
RAG from Scratch FAISS, MiniLM, Flan-T5 PDF β†’ MMR retrieval β†’ local LLM + source attribution
Advanced RAG β€” LlamaIndex LlamaIndex, LlamaParse, Cohere 3 embeddings Γ— 2 LLMs + SubQuestion + Cohere reranker

πŸ’¬ Prompt Engineering

Project Stack What I Built
Financial Report Analysis Claude Vision 5 techniques on real financials: zero-shot, CoT, role-based, JSON, multi-image
GenAI Universe Report Python, RAG pipeline 9-section industry report ($5.1B→$47B market) — auto-generated .docx

πŸ€– AI Agents β€” Single Agent

Project Stack What I Built
ReAct Agent from Scratch Groq, Tavily Custom Reason→Act→Report loop — zero frameworks
Travel Assistant LangChain, GPT-4o-mini AgentExecutor + live weather + DuckDuckGo search
Study Assistant Quiz Generator LangChain SequentialChain PDF β†’ Summary β†’ MCQ quiz pipeline
Yahoo Finance API Flask, yfinance REST API: live prices, OHLCV, Sharpe/drawdown/MA analytics

πŸ•ΈοΈ Multi-Agent Systems

Project Stack What I Built
Advanced LangGraph Agents LangGraph, Claude Haiku, Groq Math tool-use loop + multi-agent router
Competitor Analysis Agent LangGraph, Claude Sonnet, MemorySaver Persistent memory agent for retail competitive intelligence
AutoGen Agents Γ— 4 AutoGen 0.4, Claude, GPT-4o Reflection Β· FunctionTool Β· StateFlow Β· Multi-modal bill analyzer
CrewAI Logistics CrewAI sequential Logistics Analyst β†’ Optimization Strategist
CrewAI Advanced CrewAI hierarchical, CodeInterpreterTool Learning path generator + automated code debugger

🌐 Socials

LinkedIn X Instagram Pinterest Email


πŸ’» Tech Stack

Languages Python TypeScript JavaScript Kotlin Swift

AI / ML / LLM PyTorch TensorFlow scikit-learn HuggingFace OpenAI Anthropic DeepSeek

Agent Frameworks LangChain LangGraph CrewAI AutoGen

RAG & Vector Search FAISS LlamaIndex

Frameworks Next.js React TailwindCSS FastAPI Vite

Databases & Backend Supabase PostgreSQL SQLite Redis Firebase

Infra & DevOps Vercel Docker Cloudflare GitHub Actions

Automation & GTM n8n Clay Zapier Stripe


πŸ“Š GitHub Stats



πŸ† GitHub Trophies

✍️ Random Dev Quote

πŸ” Top Contributed Repo


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