Matyas Skalicky
Senior AI Platform Engineer
Prague, Prague, Czechia
Summary
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Senior🎓
Top SchoolMatyas Skalicky is a Senior AI Platform Engineer based in Prague with 8 years of experience building production-grade ML systems and scaling self-hosted LLMs. At Rossum he designs Kubernetes-based inference and training infrastructure, drives distributed AI deployment, and leads product discovery efforts across anomaly detection, AP automation and dynamic discounting. His background spans hands-on research—creating the DocILE/KILE benchmark and few-shot extraction methods—to operationalizing automated feedback loops with Kubeflow and Django. Matyas has also shaped R&D strategy and OKR implementation as Chief of Staff, blending technical depth with cross-org facilitation. Fluent in turning research prototypes into scalable services, he’s as comfortable improving model performance in the cloud as teaching Machine Learning Essentials to undergraduates.
8 years of coding experience
4 years of employment as a software developer
Gymnázium Ústí nad OrlicíInženýr (Ing.), Machine Learning, Inženýr (Ing.), Machine Learning at České vysoké učení technické v PrazeMaster's degree, Data Science, Master's degree, Data Science at Instituto Superior Técnico
English, Spanish, German, Czech
Github Skills (38)
database-access8
rbac7
security7
firewall7
extraction7
certificate7
ssh7
audio-effect6
golang6
audit6
rdp6
bastion6
pam5
go5
benchmark5
Programming languages (5)
Github contributions (5)
mskl/fit-bi-zum-spacex
Mar 2018 - Oct 2018
Contributions:22 commits, 9 pushes, 1 issue in 6 months
mskl/qrapi
Aug 2020 - Jun 2022
Dockerized Flask API to render PDFs and extract QR codes from them.
Contributions:1 review, 25 PRs, 34 pushes in 1 year 10 months
flask-apiqr-code
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