Ayman Chaouki
AI Researcher at HrFlow.ai (ex: Riminder.net)
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolAyman Chaouki is an AI researcher and PhD candidate jointly affiliated with École Polytechnique and the University of Waikato, specializing in optimal decision-tree discovery within reinforcement learning. He designs algorithms spanning dynamic programming, branch-and-bound, and Monte Carlo tree search that come with optimal convergence and finite-time PAC-style guarantees. His work balances theoretical rigor—aiming to generalize to MDPs and study sample complexity—with applied experience in deep RL for portfolio optimization and fraud detection. With a decade of industry and research experience across institutions like Télécom Paris, CFM, and HrFlow.ai, he brings practical impact (publications and workshop presentations) to cutting-edge theory. Based in Paris, he also has a track record translating numerical methods across languages and improving industrial ML systems, reflecting both mathematical depth and engineering versatility.
10 years of coding experience
3 years of employment as a software developer
Master of Science - MS, M.V.A. (Mathematics, Vision and Learning), Master of Science - MS, M.V.A. (Mathematics, Vision and Learning) at ENS Paris-SaclayEngineer's degree, Applied Mathematics, Engineer's degree, Applied Mathematics at CentraleSupélecClasses préparatoires aux grandes écoles (CPGE), Classes préparatoires aux grandes écoles (CPGE) at Lycée Moulay Youssef RabatDoctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at The University of WaikatoDoctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at École Polytechnique
English, French, Arabic
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (15)
machine-learning10
programming-language10
science10
julia10
signal-processing9
root-finding9
signal9
numerical9
julialang9
hpc9
petsc9
brain-computer-interface9
q-learning5
dqn4
reinforcement-learning4
Programming languages (3)
Github contributions (5)
Chaoukia/Reinforcement-Learning-course
Mar 2023 - Apr 2025
Contributions:29 pushes, 1 branch in 2 years 1 month
Chaoukia/Deep-Learning-hw
Feb 2019 - Sep 2019
Contributions:4 commits, 9 pushes, 1 branch in 6 months
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