Featured Projects

Below are selected highlights. Full details available in domain pages.

Market Data Platform Modernization

• Context: High-latency legacy ETL blocked research.
• Approach: Lakehouse + CDC ELT, dbt models, columnar formats, and contracts.
• Results: 8x faster queries, 40% lower spend; reproducible pipelines and lineage.

RAG-based Knowledge Assistant

• Context: Support team needed grounded answers from scattered docs.
• Approach: Hybrid retrieval, reranking, caching, and evaluation harness.
• Results: 30% faster resolution, improved CSAT; robust citations and guardrails.

CI/CD for Python Monorepo

• Context: Slow, flaky releases.
• Approach: Pre-commit hooks, matrix tests, caching, trusted publishing, SBOM.
• Results: 60% faster CI; one-command releases with quality gates.