Guilhem Piat
Postdoctoral Researcher at IMT Atlantique
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolGuilhem Piat is a postdoctoral researcher based in Paris with 11 years of experience focused on advancing language-model capabilities beyond scale-driven gains. Since his PhD began in 2019 he has explored ways to let Transformers leverage dense, structured knowledge—essentially teaching models to "look things up" rather than infer everything from context alone. He has combined research and teaching (functional programming, OOP, and AI) at leading French universities and now continues this work at IMT Atlantique. Guilhem’s perspective is practical and inquisitive: he sees recent tools like Copilot and ChatGPT as milestones toward AGI but is driven to find more efficient, principled architectures. He also shares compact code experiments on GitHub, reflecting a hands-on approach to prototyping ideas alongside formal research.
11 years of coding experience
Master of Science - MS, Machine Learning & Data Science, Master of Science - MS, Machine Learning & Data Science at Univ Paris DiderotUniversité Paris-Saclay
Stackoverflow
616reputation
27kreached
24answers
7questions
Github Skills (87)
taiko10
directions10
sublime-text9
music9
package-control9
ios9
sublime8
chat7
internet7
rgb7
client-library7
r-package7
keybase7
textmate7
mobile-game7
Programming languages (8)
Github contributions (5)
frole/review
May 2018 - Sep 2018
Contributions:6 PRs, 142 pushes, 3 branches in 3 months
serkserk/hanabi
Feb 2017 - May 2017
Contributions:2 PRs, 87 pushes, 4 branches in 2 months
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