At Agentco.AI, I owned product vision, discovery, roadmaps, requirements, and release planning for AI-enabled real-estate solutions and a B2B footwear/ERP platform. I coordinated engineering, DevOps, design, and business stakeholders, and used product analytics, quantitative modeling, and GenAI-enabled prototyping to support prioritization.
At Amoot Data Processing, I led quality improvement work, including root-cause analysis, process redesign, KPI definition, and BI dashboards. My applied research includes a reinforcement-learning approach to trade-promotion optimization and machine-learning models for forecasting and campaign classification.

