At Citi, I built a firm-wide Data Catalog documenting Critical Data Elements, ownership, and end-to-end data lineage. I also developed catalog-driven reporting to enforce authoritative data sources and delivered an analytical product that reduced report generation time by 83%.
At Optiq Insight, my B2B SaaS analytics venture, I built and operate the data pipeline architecture, automated nightly ETL, and production dashboards for paying clients. I also designed an ARR-based subscription model and integrated Clover POS for small business clients.
At The Virtual Forge, I delivered analytics and configuration engagements for Ford, Volvo Cars, and JLR, including a compliance dashboard and a weighted scoring dashboard. Earlier at Fairfax Software, I managed six direct reports and delivered regulated implementations for government agencies and financial institutions. My work spans SQL, Python, data governance, and business analysis.

