Szymon Michniak
Computer Scientist
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolSzymon Michniak is a bilingual Computer Scientist and Physics student at the University of Warsaw with eight years of hands-on software engineering experience across industry and research. He has shipped production and experimental ML systems at NVIDIA and Microsoft, blending deep learning model work (PyTorch, LLM evaluation, DLSS optimisation) with systems-level improvements like memory and concurrency optimisations. At Whatnot he worked on backend resilience and privacy-safe data access, and in academia he researched multi-agent reinforcement learning and human–AI co-play in Unity. Comfortable across Python, C/C++, Elixir and tooling from GraphQL to Redis and Hugging Face, he moves fluidly between model development, performance profiling and infrastructure testing. Notably, he turned model and system profiling into measurable gains—reducing training memory and improving throughput—while also designing concurrency-safe caches for real-time chat. He combines a physics-informed analytical mindset with practical software craftsmanship, making him adept at turning experimental research into production-ready solutions.
8 years of coding experience
2 years of employment as a software developer
Bachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at Uniwersytet Warszawski
English, Russian, Polish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (8)
omega9
epsilon7
calculator6
evolution6
scene3
scene-graph2
benchmark2
graph2
Programming languages (3)
Github contributions (5)
smichniak/adventOfCode
Dec 2020 - Dec 2022
Contributions:43 commits, 64 pushes, 1 branch in 2 years 1 month
smichniak/io_geo
Mar 2021 - Sep 2024
Contributions:4 PRs, 16 pushes, 10 branches in 3 years 6 months
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