Projects
Production AI systems, shipped end to end.
Case studies in applied AI and retrieval, cloud architecture, and full-stack delivery — the work I take on as a consultant, shown through systems I’ve actually built and run in production.
ebia-insights
LiveEB-1A immigration appeals intelligence · 2026
A gated intelligence dashboard over thousands of federal immigration appeal decisions. It pairs natural-language semantic search with criterion-level trend analytics, built as a clean, read-only consumer of an upstream data pipeline.
ebia-intelligence
LiveEB-1A appeals data pipeline · 2026
The upstream data engine behind ebia-insights. A weekly serverless job discovers USCIS appeal decisions, extracts and classifies them with Gemini, canonicalizes their reasoning with embeddings, and publishes versioned artifacts plus a live Vertex AI vector index.
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