Yusuke Nakata
General Manager Of Engineering at MC Digital｜エムシーデジタル
Chiba Prefecture, Japan
Summary
👤
Senior🎓
Top SchoolYusuke Nakata is a data-driven engineering leader and General Manager of Engineering at MC Digital with eight years of experience bridging research-grade machine learning and production software delivery. Holding a PhD in engineering from Chiba University, he progressed from ML research internships at Preferred Networks and DeNA to leading data science and engineering teams, demonstrating deep expertise in deep generative models and reinforcement learning. He combines hands-on coding and research instincts with operational leadership—driving product-focused ML deployments and mentoring cross-functional teams. Based in Chiba, Japan, Yusuke maintains an active GitHub presence and is unusually comfortable translating complex academic ideas into pragmatic, scalable systems.
8 years of coding experience
3 years of employment as a software developer
博士（工学）, 博士（工学） at 千葉大学大学院千葉大学
Github Skills (31)
dqn10
actor-critic10
chainer9
reinforcement-learning9
sentence9
py9
imitation-learning9
algorithms9
python9
similarity9
machine-learning9
bayesian9
deep-reinforcement-learning8
physics-engine8
roberta8
Programming languages (5)
Github contributions (5)
uidilr/bayesian_irl
Dec 2018 - May 2022
Bayesian Inverse Reinforcement Learning with simple environments
Contributions:3 commits, 2 pushes, 1 branch in 3 years 6 months
bayesianreinforcement-learningmachine-learninginverse-reinforcement-learning
uidilr/gail_ppo_tf
Dec 2017 - Nov 2018
Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action
Contributions:63 commits, 10 pushes, 24 comments in 11 months
tensorflowmachine-learninginverse-reinforcement-learningppopython
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