AI Engineer, Fullstack

Craft agent harnesses, memory and self-improvement loops

Design evaluation pipelines and synthetic data generation

Eval design and grading of unverifiable domains

Create embedding and retrieval infrastructure that scales to millions of requests

Build crawling and scraping systems for visual data across the web

Set up inference serving and APIs for client-facing products

Develop the tooling and infrastructure that makes everything reliable and fast

Ship internal tools for data operations and external tools for expert annotators

Build gamified product experiences: taste quizzes, leaderboards, reward flows

Open source contributions or personal projects that show you build things because you're curious

Background at creative companies (Figma, Notion, Canva, Adobe, Runway, etc.) or companies with strong index building/crawling (e.g. Firecrawl, Brave, Luma, Pika) or data (Mercor, Surge, etc.)