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Rafael Celente

Rafael Celente

Aerospace engineer and ML researcher focused on foundation models

rafael-celente
Joined June 2026

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Summary

Applied ML researcher building foundation models and systems for finance: at Nubank Rafael works on Transformer-based user and transaction representations (nuFormer) and on improving pretraining efficiency and optimizers (Muon), with work that spans research experiments and production deployment for tasks like credit, fraud, and recommendation. nubank+1
Academic and systems research contributor: co-author on papers about the Muon optimizer and its quantization, contributing empirical results and theoretical analysis for memory-efficient optimizer states in large-model training. arxiv+1
Open-source practitioner with diverse hands-on projects: maintains repositories implementing low-bit LLM models (bLLaMa), robotics RL training code (Bolt), and computer vision hackathon work (water-segmentation), demonstrating practical ML engineering across modalities. github+2
Aerospace engineering background with robotics experience: formal training at ITA and ISAE-SUPAERO, involvement in RoboCup/ITAndroids team work and ISAE student projects, indicating a foundation in aerospace and embedded/robotics systems alongside ML interests. robocup+1

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Interested in space, rockets, and entrepreneurship. medium