Marcin Bogdanski
Bristol, England, United Kingdom
Summary
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SeniorMarcin Bogdanski is a Deep Learning Engineer in Bristol with over a decade of software experience and five years focused on deep learning, currently applying ML to strategy and trading systems in finance. He designs and ships production-grade, Kubernetes- and ECS/Nomad-based ML infrastructure that handles thousands of requests per hour and trains state-of-the-art NLP and vision models. His background spans real-time robotics perception, multi-robot coordination, embedded systems and GPU driver work, bringing a rare full-stack view from low-level C++ to large-scale cloud ML. Notable achievements include an AlphaZero prototype validated against ELF OpenGo and a prize-winning vision system for Melbourne Knowledge Week, plus hands-on leadership delivering patented drone and autonomous-vehicle projects.
10 years of coding experience
Github Skills (32)
sarsa10
jupyter-notebook10
deep-reinforcement-learning10
q-learning10
algorithm9
python8
machine-learning7
gpu7
deep-learning7
rl-environment6
simulation5
neural-network5
cpp5
numpy5
reinforcement-learning5
Programming languages (4)
Github contributions (5)
marcinbogdanski/rl-sketchpad
Jul 2018 - Mar 2020
Collection of Deep Reinforcement Learning Jupyter Notebooks. Each notebook is self-contained and presents single algorithm. These include DP, MC, TD, SARSA, Q-Learning and DQNs.
Contributions:486 commits, 234 pushes, 1 branch in 1 year 7 months
deep-reinforcement-learningjupyter-notebookq-learningsarsa
marcinbogdanski/ai-sketchpad
Sep 2018 - Aug 2021
Contributions:254 commits, 68 pushes, 3 branches in 2 years 11 months
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