My Journey
I have always been drawn to the space between curiosity and execution: finding a promising idea, pulling it apart, and shaping it into something clear enough to ship. Across product work, AI prototypes, and technical exploration, I care most about building tools that make complex capabilities feel approachable, practical, and worth returning to.
Expertise
- AI product strategy and prototyping
- LLM-powered workflows and applied automation
- Product thinking, discovery, and user experience
- Full-stack experimentation and rapid validation
- 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.