AI ENGINEERING
Designing AI assistants that act, not just respond
How to move from conversational interfaces to systems that help users complete real tasks.
Blog
Thoughts on AI, product, and building.
Exploring ideas at the intersection of artificial intelligence, product development, and leadership.
PRODUCT
Start with the workflow, not the model
Why the best AI products begin with user intent, friction points, and measurable outcomes.
LEADERSHIP
Leading teams through ambiguity without losing momentum
Practical habits for alignment, communication, and shared ownership in fast-moving groups.
BUILD IN PUBLIC
What I learned from shipping projects in public
Reflections on feedback loops, iteration speed, and building in the open as a student builder.
AI ENGINEERING
Prompt engineering as product infrastructure
Treating prompts, evals, and guardrails as core product systems—not one-off experiments.
PRODUCT
Turning technical demos into products people use
Lessons from converting prototypes into polished experiences with real user value.