CV

LinkedIn · Marketing Solutions

• Acting data lead, rebuilding team's data and AI foundations roadmaps and delivering a new source-of-truth table, dashboard and AI capabilities
• Deployed an AI-driven product friction deep-dive tool that reduced analysis time by over 80%
• Supports operational rigor through artificial intelligence and other types of automation

US Bureau of Labor Statistics

• Revamped internal outlier review process output (SQL, R), resulting in a 25% reduction in review time
• Analyzed distributions and flag frequencies of 300+ variables (SQL), implementing 170 new thresholds and decreasing review volume by 35%

LinkedIn · Marketing Solutions

• Rebuilt and launched a ML model (Python) for custom advertising segments — 10pp accuracy increase, 55% segment growth, $26M projected revenue impact
• Built and managed data pipelines for acquisition trends, brand sentiment, and marketing investment prioritization
• Leveraged Git and Git-based solutions to deliver, version, maintain and peer review production code

LinkedIn · Talent Solutions

• Delivered dozens of analyses (Trino SQL, Python, R) to global customers, influencing ~$11M in revenue
• Led analysis for the Veterans Opportunity Report — 100K+ engagement actions, contributing to LinkedIn receiving the US Chamber of Commerce Steve Robinson Post 9/11 Veteran Employment Award
• Created Metrics Vault (Trino SQL, Tableau), reducing custom reporting requests by 49% and saving partners 250 hours/month
• Co-led integration of two global account insights teams, creating operating model and shared processes
• Leveraged OpenAI in Jupyter Notebooks for sentiment analysis across talent pools
• Developed and scaled a data narrative on Hiring Hard to Hire Talent for 32 global clients

Fidelity Investments

• Managed an ~$80 million book of business, providing financial analysis, education, and advice
• Performed risk/return analysis, portfolio stress-testing and market analysis to optimize client portfolios
• Achieved 90+ Net Promoter Score (highest in branch) through excellent communication and relationship building

University of Colorado, Denver

University of California, Irvine