Stanisław Giziński
Co-Founder & Head Of Technology at Deepflare
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolStanisław Giziński is a machine learning-focused technology leader with a decade of experience building production-ready ML systems and leading teams at the intersection of research and product. As Co-Founder and Head of Technology at Deepflare, he directs development of deep learning tools for vaccine discovery, translating protein modeling research into practical drug-discovery workflows. His background spans academia and industry—MS in Machine Learning, teaching and research roles, plus hands-on data science work at FinAi/Allegro and BCG GAMMA—where he built experiment tracking, CI/CD for models, and novel credit-risk and spoof-detection solutions. Comfortable across the ML stack (PyTorch, DVC, MLflow, Kubernetes, Azure), he also has a track record of organizing community workshops and improving annotation and corpus pipelines, demonstrating both technical depth and operational rigor. Notably, he blends applied bioscience modeling with production ML engineering, making him effective at moving complex protein-focused models from prototype to deployed tooling.
10 years of coding experience
3 years of employment as a software developer
Bachelor's degree Computer science, Bachelor's degree Computer science at University of Warsaw
Github Skills (90)
fairness-ml10
cython10
nlp10
text-classification10
named-entity-recognition10
language-processing10
turkish10
industrial9
ai9
data-preprocessing9
neural9
nlp-machine-learning9
corenlp9
arabic-nlp9
entity-linking9
Programming languages (8)
Github contributions (5)
ModelOriented/AI-strategies-papers-regulations-monitoring
Jul 2021 - Jan 2023
Monitoring of AI strategies, papers, and regulations
Contributions:19 reviews, 447 commits, 22 PRs in 1 year 6 months
regulationsfairness-mlmachine-learningmlopsrecall
ModelOriented/MAIR
Sep 2020 - May 2021
Contributions:88 commits, 72 pushes in 8 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.