About me

I am a builder with a passion for turning fuzzy ideas into useful AI products. My career has evolved from working in legacy industries to building frontier AI-native products to deploying AI-native companies in enterprise settings.

Expertise

  • AI product strategy and prototyping
  • LLM-powered workflows and applied automation
  • Product thinking, discovery, and user experience
  • Full-stack experimentation and rapid validation
  • End-to-end enterprise deployment
  • AI education, demos, and practical implementation

Philosophy

I believe the best AI products start with a sharp understanding of the human problem. My approach is practical and iterative: understand the why, test the smallest useful version, learn from real behavior, and keep refining until the technology feels less like a novelty and more like leverage.

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