Romain Zimmer

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ML/AI Engineer, cofounder & CTO of correl8.ai, a product observability platform for AI agents. Reach out for ML/AI consulting.

ML research on Jetson Orin Nano

SLMs — Looped decoder-only transformer trained from scratch on TinyStories. Transformer architecture with RoPE, RMSNorm, and SwiGLU, trained with Muon + AdamW. Docker setup for training and generation on Jetson Orin Nano.

Sudoku solver — Looped MLP-Mixer sudoku solver with an outer commit loop, inner mixer iterations, and a learned halt head, trained from scratch on extreme-rated puzzles. Docker setup for training, eval, and trajectory visualization.

Consumer AI agents

Teannamon — A tea brand with a personalized AI assistant for tea recommendations, with personalized tea creation coming soon.