Ondřej Podsztavek
Postdoctoral Researcher at Karlsruhe Institute of Technology (KIT)
Czechia
Summary
👤
Senior🎓
Top SchoolOndřej Podsztavek is a postdoctoral researcher and machine learning specialist with a decade of experience bridging academic research and industry applications across Czechia and Europe. His work spans spatiotemporal modelling and climate-data downscaling, probabilistic time-series forecasting, and uncertainty quantification, informed by a PhD in Machine Learning from CTU in Prague. He has moved between research institutes and industry (including ČEPS and HITS), translating novel ML methods into MLOps-ready solutions and applied forecasting systems. Ondřej also blends technical AI expertise with humanities training, holding additional study in liberal arts that sharpens his conceptual and ethical approach to AI. Often working at the intersection of theory and practice, he focuses on rigorous uncertainty evaluation to make ML models more reliable in high-stakes domains like climate and energy.
10 years of coding experience
9 years of employment as a software developer
Nanyang Technological University SingaporeDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Faculty of Information Technology CTU in PragueTélécom ParisBachelor's degree, Faculty of Humanities, Liberal Arts and Humanities, Bachelor's degree, Faculty of Humanities, Liberal Arts and Humanities at Charles University
English, Czech, German
Github Skills (18)
openai-gym9
procedural-generation8
crossword8
reinforcement-learning7
q-learning5
deep-reinforcement-learning5
gymnasium5
preprocessing4
openai4
machine-learning4
python4
data-analysis3
data-science3
data-preprocessing2
beamer1
Programming languages (4)
Github contributions (5)
podondra/gym-rl
Dec 2017 - Feb 2018
Reinforcement learning algorithms for OpenAI gym.
Contributions:108 commits, 77 pushes, 11 branches in 1 month
reinforcement-learning-algorithmsreinforcement-learninggymnasiumdeep-reinforcement-learninglearning-algorithms
podondra/podondra.github.io
Nov 2016 - Sep 2018
Contributions:104 pushes, 10 branches in 1 year 10 months
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