AI/ML Role

Krea; Fulltime; Onsite, San Francisco, CA, USA.

I'm the cofounder of Krea (www.krea.ai). We build creative tools and large-scale infrastructure for multimedia teams. Users range from hobbyists to world-renowned creatives: architects behind the World Trade Center or creative teams at Apple.

We treat research, engineering, and creativity as first-class citizens; we want engineers for our research, product, and supercomputing teams.

What we value (staff writings):

• AGI: www.matthewnewton.com/blog/arc-challenge-diffusion
• Diffusion research: re-n-y.github.io/devlog/rambling/steering
• Pragmatic LLM reflections: maxemitchell.com/writings/i-read-all-of-cloudflares-...
• Low-level computing: gab-menezes.github.io/2025/01/13/using-the-most-unhi...
• Open-sourcing our research: www.krea.ai/blog/flux-krea-open-source-release

Some of our projects:

• Large-scale multimodal model training (e.g. distributed training, 1000+ k8s GPU clusters, petabytes of data pipelines, ...)
• WebGL2/WebGPU for node-based tools (SideFX Houdini) & CRDTs/OTs for collaboration
• Cross-service metrics, tracing, and observability
• LLM-driven JS bundle optimization and testing
• --

Apply via `ssh apply@krea.engineering`