Gabriel Huang
Senior Research Scientist LLM Agent Safety, Red-Teaming, Evaluation & Post-Training
Montreal, Quebec, Canada
Summary
🤩
Rockstar🎓
Top SchoolGabriel Huang is a senior research scientist specializing in LLM agent safety, red-teaming, evaluation, and post-training workflows, with 11 years of applied ML experience and a PhD from Mila. At ServiceNow Research he builds end-to-end systems—DoomArena and TapeAgents—for stress-testing agentic systems against prompt-injection, adversarial tool interactions, and realistic enterprise constraints. He bridges research and engineering by designing attack/evaluation harnesses, calibrating LLM-as-a-judge pipelines, and operationalizing distillation and RLHF-style loops into reusable tooling. His background spans multimodal pretraining, self-supervised learning, and startup productization, giving him a rare blend of theoretical depth and production focus. Based in Montréal as a Canadian permanent resident, he is trilingual (native French, bilingual English, fluent Mandarin) and mentors graduate researchers while publishing reproducible benchmarks and frameworks.
11 years of coding experience
6 years of employment as a software developer
Master of Engineering (M.Eng.), Mathematics and Computer Science, Master of Engineering (M.Eng.), Mathematics and Computer Science at CentraleSupélecMaster's degree, Machine Learning, Master's degree, Machine Learning at Université Paris-SaclayMachine Learning - Visiting Student, Machine Learning - Visiting Student at Princeton UniversityClasse Préparatoire MPSI/MP* - Fundamental Mathematics and Physics, Classe Préparatoire MPSI/MP* - Fundamental Mathematics and Physics at Lycée HocheDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Mila - Quebec Artificial Intelligence Institute
English, French, Chinese
Github Skills (116)
benchmark10
python10
deep-learning10
gpu10
compression10
r10
prompt-tuning10
sql10
spark10
java10
scala10
prompting10
agentic10
machine-learning10
jdbc10
Programming languages (7)
Github contributions (5)
gabrielhuang/gabrielhuang.github.io
Oct 2017 - Jun 2026
Contributions:145 pushes in 8 years 8 months
jekyll-blogjekylljekyll-thememinutes
gabrielhuang/reptile-pytorch
Apr 2018 - Oct 2018
A PyTorch implementation of OpenAI's REPTILE algorithm
Contributions:42 commits, 2 PRs, 18 pushes in 6 months
openaipytorchmetalearningdeep-learningdeep-neural-networks
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.