I build AI systems that survive contact with enterprise constraints — identity, air-gapped networks, audit requirements, and legacy Java estates.
Currently: production RAG platforms, MCP server implementations, and AI-assisted middleware operations on Red Hat OpenShift.
Stack: Python · FastAPI · Keycloak/OIDC · ChromaDB · OpenShift & Kubernetes · n8n · Claude & MCP · PostgreSQL · Docker
Writing: plain-English AI education at The AI Stackk
Also: I coach middle school Science Olympiad (Rocks & Minerals, Entomology) and build education products for K-12 learners.
| Project | What it is |
|---|---|
| TheAIStackk | AI education platform + enterprise RAG reference stack (FastAPI, Keycloak, Alembic, eval harness, CI) and 26 documented n8n workflows |
| rag-demo | Self-hosted multi-notebook document Q&A — Keycloak SSO, ChromaDB, Claude with cited streaming answers, automated Drive ingestion |
| mcp-demo | Model Context Protocol server series — stdio transport, protocol-level tests, progressing to OAuth 2.1 and OpenShift model serving |
| ritual-coach | AI-guided Hindu ritual and festival companion — Next.js/TypeScript, multilingual, with adult and kids modes |


