Professional Overview
Senior QA Engineer and AI Evaluation Specialist with 10+ years of experience in complex systems validation across telecom (2M+ subscribers), industrial SCADA/IoT, BI/financial reporting, and AI-generated content. Combine deep QA methodology (test strategy design, regression architecture, risk-based validation, rubric development, root-cause analysi
Areas of Expertise
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.