Sergio Paniego

“Published recipe for RL-training coding agents in remote sandboxes using Hugging Face/TRL and OpenEnv with token/logprob capture and reward verification.”

“Wrote brief history of distillation in AI covering evolution from model compression to post-training technique.”

“Co-author of PyTorch optimization deep dive on profiling and fused operations.”

“Paniego co-authored the TRL v1.0 announcement covering over 75 post-training methods for open models.”