Built and launched an LLM-powered conversational analytics product enabling natural language queries across company data. Hundreds of WAUs, reduced time-to-insight from hours to minutes, millions in productivity savings.

Defined AI analytics roadmap including evaluation frameworks, accuracy benchmarks, and iteration cycles.

Led company-wide data quality and retention initiatives.

Founded and scaled Analytics Engineering to 30+ engineers across Customer Data, HR, Compliance, CX, Blockchain, and product analytics.

Architected source-of-truth data marts and company-wide semantic layer, the data foundation that later enabled AI-powered analytics.

Built automated data quality remediation and data discovery workflows.

Established a company-wide metric store as the single source of truth for business metrics, enabling automated daily executive dashboards, quarterly earnings reports, and public disclosures during Coinbase’s S-1 filing for its direct public offering (DPO).

Developed LinkedIn’s first Economic Graph data product, enabling one-click access to on-demand labor market insights across national, regional, and local levels.

Delivered data analyses that improved recruiting decisions and processes for LinkedIn enterprise clients.