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sainathpattipati/README.md

"I don't just build AI models — I architect autonomous decision systems that run real businesses."

LinkedIn Portfolio Udemy

🏭 What I Do in Production

🤖  AI Architect & Enterprise AI Leader | 20+ Years Experience
    └── 500+ enterprise users | 12-plant manufacturing AI | 1000+ autonomous decisions/day

🎓  Udemy Instructor — Enterprise Data Analytics with Microsoft Fabric Data Agents

🚀  Building:
    ├── Ullas AI Creator Studio — Speak any language, create professional videos instantly
    └── Life AI — Personal operating system powered by autonomous agents

🧠 What I Architect

Multi-Agent Orchestration    ████████████████████░   95%
Enterprise AI Systems        ████████████████████░   95%
RAG & LLM Applications       ███████████████████░░   90%
Manufacturing AI / IIoT      ████████████████████░   95%
AI Video Generation          ██████████████████░░░   85%
Data Platform Architecture   ████████████████████░   95%
Business Strategy & ROI      ████████████████████░   95%

🏗️ Featured Architecture Projects

Project What It Does Tech
multi-agent-orchestration-framework Production multi-agent system with 8+ autonomous agents Python, LangChain, CrewAI
enterprise-rag-engine Retrieval-Augmented Generation for enterprise docs Python, Pinecone, OpenAI
ai-sales-quoting-agent B2B quote time: 8hrs → 2min with autonomous agent Python, FastAPI, Claude API
manufacturing-ai-copilot NL interface for 12-plant production data Python, Streamlit, SQL
ai-video-generation-pipeline End-to-end video creation with character consistency Python, Kling AI, RunwayML
enterprise-ai-playbook Definitive guide to enterprise AI — 20+ yrs experience Markdown

🏆 Career Highlights

🤖  500+ enterprise users rely on AI systems I built — making autonomous decisions daily
🏭  12 manufacturing plants connected through AI-powered analytics
⚡  8-hour → 2-minute B2B quote generation with autonomous AI agents
📊  50M+ data points/day flowing through data platforms I architected
🎓  Udemy Instructor — Teaching Microsoft Fabric Data Agents
💰  3.2% e-commerce conversion rate (vs 1-2% industry average)
🔧  2,000+ labor hours saved annually through AI-powered automation

🛠️ Tech Stack

AI/ML Frameworks

Python LangChain OpenAI PyTorch TensorFlow HuggingFace

Data & Cloud

Azure AWS Snowflake Databricks Microsoft Fabric Power BI

Vector DBs & RAG

Pinecone ChromaDB Weaviate FAISS

Backend & DevOps

FastAPI Docker Kubernetes GitHub Actions

📊 GitHub Activity

🌐 Explore My Work

Multi-Agent & Orchestration · RAG & LLM · Manufacturing AI · AI Video · Enterprise Templates

🏗️ Currently architecting autonomous AI systems that run real businesses

If you're building enterprise AI at scale, let's connect → LinkedIn

Pinned Loading

  1. ai-sales-quoting-agent ai-sales-quoting-agent Public

    Autonomous AI agent that generates complex B2B manufacturing quotes in under 2 minutes — replacing 8-12 hour manual processes

    Python

  2. ai-video-generation-pipeline ai-video-generation-pipeline Public

    End-to-end AI video creation pipeline: Script → Storyboard → Characters → Video with consistent character identity

    Python

  3. enterprise-ai-playbook enterprise-ai-playbook Public

    The definitive guide to building, scaling, and governing AI in large enterprises — from a practitioner with 20+ years of experience

  4. enterprise-rag-engine enterprise-rag-engine Public

    Production RAG system for enterprise document intelligence — semantic search, multi-source ingestion, hallucination guardrails

    Python

  5. manufacturing-ai-copilot manufacturing-ai-copilot Public

    Natural language AI copilot for manufacturing operations — query production data, quality metrics, and equipment sensors across 12 plants

    Python

  6. multi-agent-orchestration-framework multi-agent-orchestration-framework Public

    Production-grade multi-agent AI framework coordinating 8+ autonomous agents for enterprise operations

    Python