Ex-Human
Feb 2022–presentLead Image Generation Engineer · since Oct 2023
Previously Computer Vision Engineer / Researcher
- Own the production AI system: serving multiple models across distributed GPU resources, APIs and business logic. Handle on-call incident response, monitoring and alerting.
- Fine-tune image generation and editing models for apps with 500K+ monthly active users and 30M+ images a month. Build evaluation pipelines for image quality and identity consistency.
- Optimize self-hosted diffusion and flow inference through quantization and compilation, reducing latency and memory use while preserving quality. Avoid tens of thousands of dollars per month in estimated API costs. Accelerated video inference to near real time (MiniMax H3).
- Build LLM features and use vision-language models for moderation and quality estimation.
- Ship product features independently, from prototype to deployment, and lead delivery across engineering and design. Guide iteration with Amplitude and PostHog.
