Technical work
Systems, experiments, and tools for understanding how machine intelligence behaves outside a notebook.
Infrastructure
2025 · Shipped
A high-throughput streaming pipeline that ingests live financial news, runs quantized FinBERT sentiment and entity extraction, and computes a real-time sentiment shock signal.
Infrastructure
2025 · Shipped
A fault-tolerant, sharded edge-network information retrieval engine built from scratch in Go — custom BM25 ranking, no Elasticsearch or Lucene.
Governance Tools
2025 · Active
AI-powered immigration guidance for F-1 students — hybrid RAG with personalized answers grounded in USCIS policy documents and user profiles.
Applied ML
2025 · Shipped
End-to-end NLP pipeline for extracting structured financial metrics and sentiment from earnings reports and market news.