Professional Overview
QA professional with 18+ years of experience in Software Quality Assurance and Test Management, specializing in GenAI and RAG application testing for healthcare and financial-services clients. Validates retrieval accuracy, prompt and response quality, hallucination and safety-guardrail behavior, and AI feature regressions, alongside API, SQL and
Areas of Expertise
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.