Projects

Selected projects across production AI systems, healthcare software, backend architecture, mobile apps, and cloud infrastructure.

Featured

Ourself Health / Stella

Production health AI assistant work at Ourself Health. I own backend and AI architecture across Django/GraphQL, AWS Bedrock, Strands agents, pgvector RAG, Langfuse observability/evals, streaming responses, model routing, and mobile/backend contracts.

Related writing:

• Production AI routing and evals for a healthcare assistant
• Bedrock, pgvector, and RAG in production
• Streaming LLM architecture patterns

KiNDD / NDD Resource Navigator

Founder/engineer case study for a nonprofit startup platform helping families find developmental disability services across Los Angeles County. The project started as a commissioned web mapping system and grew into a live web platform, iOS app, and AI-assisted care-navigation stack.

Related writing:

• Geospatial care-navigation platform
• AI assistance for a public-interest healthcare navigator
• Commissioned website to nonprofit startup

Unified Connectors MCP Server

MCP-first engineering workflow layer for bringing GitHub, Slack, Jira, Confluence, Google Docs, and Miro into the IDE, terminal, Django shell, and AI agent workflows.

Production AI Routing And Evals

Technical artifact on routing, safety gates, RAG decisions, and evaluation workflows for healthcare assistant systems.

Bedrock, pgvector, And RAG In Production

Technical artifact on retrieval architecture, source metadata, pgvector, and production RAG evaluation.