At SilphCo Analytics, I built a multimodal image-to-text classifier reaching 99% exact-match accuracy, statistical pricing-quality models across 6.9M sales, and production LLM analytics products. I shipped a Cursor Agent SDK chat agent with multi-step tool use, structured outputs, and SQL guardrails.
Previously at Mysten Labs and Primev, I built agentic SQL and BI systems, production data pipelines in Snowflake, DBT, and Dagster, financial APIs, and market-structure research. I also extended the DeepBook v3 indexer in Rust and published quantitative research analyzing 473k trades and roughly $12B in volume.
