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SebAustin/README.md

Sebastien Henry · AI & BI Engineer

I build AI systems and the data infrastructure they run on.

Ex-Indeed · Tableau Ambassador 2025 · AI Innovation Hackathon Winner · Based in Austin TX


🔧 What I Build

  • Agentic AI systems — multi-agent pipelines, LangGraph Supervisor Pattern, LLM-powered automation
  • MCP Servers — production-grade Model Context Protocol implementations at enterprise scale
  • Data infrastructure — Snowflake pipelines, semantic layers, dbt, BI platforms
  • LLM fine-tuning — QLoRA, LoRA, GRPO, DPO on large models

🚀 Featured Projects

SEC EDGAR · FRED · Polygon.io · OAuth 2.1 · Claude Citations API · GitHub Actions

Production MCP server with citation-grounded 10-K extraction, deterministic eval harness (1.0 citation coverage), OAuth 2.1 + PKCE, and nightly CI/CD regression gates at 85%+ test coverage.



LangGraph · LangChain · FAISS · OpenAI · MCP

Multi-agent customer support system using LangGraph Supervisor Pattern — 4 specialized agents, RAG pipeline with FAISS vector store, MCP adapter layer, full test coverage.


PydanticAI · EDGAR-RAG · SQL · Regulation M

6-tool agentic EDGAR-RAG system coordinating SEC 10-K analysis, real-time market data, Fibonacci analysis, sentiment scoring, and Regulation M compliance checks.


Python · QLoRA · GRPO · DPO · vLLM · TRL

8-phase reproducible ML research pipeline on a 30B MoE model — rsLoRA, model soup averaging, custom GRPO reward functions, silent training/inference divergence fix. 4× L4 GPUs on Kaggle.


🛠️ Stack

AI/ML        │ LangGraph · LangChain · LangSmith · Claude API · OpenAI · AWS Bedrock
             │ QLoRA · LoRA · GRPO · Unsloth · vLLM · Fine-tuning
─────────────┼──────────────────────────────────────────────────────────────────────
Data         │ Snowflake · dbt · Spark · Glue · S3 · Lambda · Step Functions
             │ Tableau Cloud · Tableau Next · Pulse · REST API
─────────────┼──────────────────────────────────────────────────────────────────────
Engineering  │ Python · FastAPI · Pydantic · asyncio · n8n · Docker
             │ GitHub Actions · CI/CD · pytest · mypy
─────────────┼──────────────────────────────────────────────────────────────────────
Cloud        │ AWS (Developer Associate) · Azure · GCP

🏆 Recognition

  • 🥇 Indeed AI Innovation Hackathon Winner — Legal Operations Intelligence Engine (2025)
  • 🎯 Nominated · AI Recognition Grand Prize — Indeed (2026)
  • 🌟 Tableau Ambassador 2025 — Salesforce
  • 🎓 AWS Certified Developer – Associate

📬 Let's Connect

LinkedIn Email

Open to Senior / Staff AI Engineer · Analytics Engineer · Solutions Architect roles — remote or Austin TX

Pinned Loading

  1. Autonomous-Knowledge-Agent Autonomous-Knowledge-Agent Public

    Multi-agent customer-support automation with LangGraph — RAG, tool execution, and human escalation

    Python

  2. mcp-financial-data mcp-financial-data Public

    MCP server (2025-11-25) for SEC EDGAR + FRED + Polygon with OAuth 2.1, citation-grounded 10-K extractor, and MCP Apps UI — Anthropic FDE / quant audience.

    Python

  3. multi-agent-trading multi-agent-trading Public

    Multi-agent stock analysis system with PydanticAI and Streamlit

    Python

  4. NVIDIA-Nemotron-Model-Reasoning-Challenge NVIDIA-Nemotron-Model-Reasoning-Challenge Public

    Python