I architect AI solutions that accelerate companies by eliminating operational bottlenecks and releasing engineering capacity at scale.

• Autonomous QA: Teams write intent in Gherkin, AI handles execution, visual validation, and bug filing
• Development Acceleration: Autonomous code changes with visual evidence trails that maintain quality
• Intelligent Failure Analysis: AI detects regressions, diagnoses root causes, and files actionable bugs automatically

Technical Writing

• What is an Agentic Workflow?
• Why LLMs Fail at Business Logic
• Isomorphism of Intent
• Intent Extraction Loop
• State Invariance Verification
• Cross-Surface Consistency

Background

15+ years building scalable systems. HPC background. Frontend specialist. L6 at Amazon.