Martin Dvorak

Lead Software Engineer, Responsible ML at H2O.ai

Prague, Prague, Czechia
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Summary

🤩
Rockstar
🎓
Top School
Martin Dvorak is a seasoned technologist with over 20 years of experience designing enterprise architectures and building production-grade software, from early SOA and UDDI work at Systinet to leading Responsible AI efforts at H2O.ai. He blends hands-on full-stack development with strategic architecture—championing REST-style, cloud- and microservice-aware integrations at HP and creating explainability and model-risk tooling for both predictive and generative ML at H2O.ai. A Master-level engineer with an MSc in Computer Science from Charles University, he pairs formal ML/AI training with practical experience shipping SDKs, middleware, and toolkits. An open-source maintainer (MindForger, hstr) and specification co-author (S-RAMP Atom binding), he balances standards, patents and pragmatic product delivery. Colleagues describe him as a steady, methodical contributor who prefers consistent craftsmanship over shortcuts and who brings rare continuity across decades of enterprise and ML innovation.
code12 years of coding experience
job17 years of employment as a software developer
bookMSc., Faculty of Mathematics and Physics, MSc., Faculty of Mathematics and Physics at Charles University in Prague
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Stackoverflow

Stats
800reputation
141kreached
20answers
6questions
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Github Skills (24)

markdown10
c-language10
history10
bash10
markdown-it10
command-line-tool10
cprogramming-language10
zsh10
qt9
c119
c179
html9
build-system8
configuration-management8
eclipse6

Programming languages (8)

JavaC++CoffeeScriptCJavaScriptJupyter NotebookRubyPython

Github contributions (5)

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dvorka/hstr

Dec 2013 - Jan 2023

bash and zsh shell history suggest box - easily view, navigate, search and manage your command history.
Role in this project:
userFull-stack Developer
Contributions:19 releases, 1 review, 549 commits in 9 years 3 months
Contributions summary:Martin primarily contributed to the development and maintenance of the hstr command-line tool. Their work involved implementing new features, such as adding keybindings for navigation within the history (Ctrl-n, Ctrl-p) and adding functionality to inject commands. They also focused on fixing bugs related to Cygwin compatibility and issues with Zsh support, and improving the code base to ensure that it was compilable. Furthermore, the user made contributions to the build and release process by fixing the build system.
command-historyzshzsh-shellboxnavigate
dvorka/mindforger

Dec 2017 - Jan 2023

Thinking notebook and Markdown editor.
Role in this project:
userFull-stack Developer
Contributions:12 releases, 3 reviews, 1625 commits in 5 years 1 month
Contributions summary:Martin contributed to the project by implementing a new feature for HTML zooming in the outline view and updating the related documentation. They also made a series of changes to the configuration and menu options, focusing on the experimental autolinking features and setting the default key binding to the CUA style. The user was also involved in the refactoring the code and adding support for specific features, like image dragging, code block handling and the integration of external editor commands.
notesmarkdown-idemarkdownmindmapmacos
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Martin Dvorak - Lead Software Engineer, Responsible ML at H2O.ai