Hi, I'm Romain Beaumont aka rom1504. I build and deploy ML infra to solve important problems.
Recent work:
- LLMs at YouTube
- KNNs at Criteo
- Laion5B and OpenClip in open source ML
- Mineflayer and PrismarineJS in open source javascript
- Semantic search at billions scale
- Semantic search with embeddings: index anything - Building scalable semantic retrieval from image, text, graph, and interaction data
- Image embeddings - Image similarity and building embeddings with modern computer vision
- Learning computer vision - A short introduction to computer vision
- open coca
- clip H/14 index
- Laion translated and laion coco
- Clip H/14
- Laion aesthetic
- Laion400m and laion5B