Design, develop, and productionize dynamic, real-time pricing policies for a bid-based marketplace. Model supply/demand, optimize under uncertainty and delayed feedback, run A/B tests, deploy scalable ML solutions, and monitor system stability and long-term effects.

Lead accounting execution and reporting for acquisitions from due diligence through post-close integration. Align policies, build scalable month-end close processes, oversee reconciliations and SOX controls, coordinate purchase accounting and valuation, and advise leadership and acquired finance teams.

Lead development and operational excellence for communication features: define roadmap, manage cross-functional delivery, ensure compliance, set OKRs and metrics, analyze data to improve user experience and product performance.