GOAL
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PLANNING
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RETRIEVE REASON TOOLS
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VERIFICATION
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ACTION
Agentic AI · Multi-Agent Systems · GraphRAG · RAG · AI Products
Quota-aware ingestion → DuckLake bronze → dbt marts → Dagster → Streamlit + 10 SLOs + MCP.
A local-first data product that turns 500+ public YouTube uploads into age-adjusted breakout scores, topic and timing signals, and a governed metric surface for agents. 49 tests · 10/10 SLOs · 100M-row probe in 0.31s · $0 local compute.
Python · DuckDB · DuckLake · dbt · Dagster · Streamlit · MCP
Repository · Architecture · Benchmark
| Project | What it does | Stack |
|---|---|---|
| 🔬 Multi-Agent Research | Autonomous research workflow | LangGraph · Python |
| 🤖 Adaptive Coding Agent | Agent that adapts from failures | Python · LLMs |
| 🕸️ GraphRAG Business | Knowledge graph + agentic retrieval | Neo4j · Qdrant · LangGraph |
| 💼 Sales AI Agent | Full-stack AI business system | Next.js · NestJS · PostgreSQL |
| 📈 Breakout | Creator growth intelligence lakehouse | DuckDB · DuckLake · dbt · Dagster · MCP |
LangGraph · LangChain · RAG · GraphRAG · Neo4j · Qdrant · LLMs
Data platform: DuckDB · DuckLake · dbt · Dagster · Streamlit · MCP
AI → Agents → Autonomous Systems → Robotics → Space
I want to build technology that expands what humans can accomplish.


