Samuel Hwang
Product-minded engineer building AI systems and marketplace infrastructure.
Hi there! I’ve worked across Tesla, Apple, and Microsoft as an AI/ML Product Manager. I’ve also helped build startups as a founding product lead. Big fan of teas and coffees — let’s chat.
Who I Am
I care about how systems scale — not just technically, but behaviorally. I think deeply about incentives, trust layers, retention loops, and long-term defensibility. My work sits at the intersection of AI capability and real-world operational impact.
Experience
Tesla
Translated AI capabilities into operational systems that improved speed, visibility, and large-scale infrastructure efficiency.
Apple
Worked on intelligence-layer improvements across services — focusing on evaluation systems, ML feature quality, and structured experimentation.
Microsoft
Contributed to Copilot agent lifecycle systems, improving usage stability, performance signals, and retention mechanics.
VC-Backed Startup
Owned roadmap and product launch from zero. Defined early positioning, experimentation strategy, and go-to-market sequencing.
Let’s Connect
Always open to conversations around AI, marketplaces, and ambitious product ideas.