Experience

Go-to-market work for industrial AI: customer segmentation, account research, positioning, and a working quoting-demo prototype.

Financial-services experience in Palo Alto, with hands-on work applying agentic AI to wealth-management workflows.

College-market positioning, distribution development, and production-cost modeling for a beverage business.

Led our team’s embedded-treasury proposal and working-capital model. We placed second.

Built a Python regression-based pricing model for B2B customer segments. The project connected quantitative analysis to commercial recommendations.