I studied art and creative writing at USC, then built a marketing startup and spent several years working across writing, directing, and digital product development.

Over time, my focus shifted from individual outputs to systems—how ideas are generated, tested, and improved at scale.

In recent years, I worked in RLHF and model evaluation at xAI, contributing to multimodal systems and exploring how models behave under real-world conditions.

Now I’m building applied AI systems across generative video and Agentic Workflows, using iteration and feedback to improve quality and reliability.