Martin Holeček
Head Of Intraday Algo at ČEZ
Prague Metropolitan Area Czechia
Summary
👤
Senior🎓
Top SchoolMartin Holeček is a pragmatic AI and software leader with 11+ years of experience building production-grade systems, from medically certified imaging software deployed in 50+ hospitals to state-of-the-art neural models for document understanding. Currently Head of Intraday Algo at ČEZ, he combines hands-on ML research (NLP, CV, time series, feature engineering) with engineering muscle in Python, C++, DevOps and cloud platforms to deliver end-to-end, automatable solutions. As Head of AI at Amp X he translated long-term vision into team growth, robust ML workflows and productized research, and previously published novel models applied to PDF question-answering before large language models became mainstream. He equally excels at architecting CI/CD and ETL pipelines and at turning academic rigor (PhD-level numerical maths) into practical, high-impact software that connects data streams and business goals.
11 years of coding experience
13 years of employment as a software developer
PhD, Numerical mathematics, PhD, Numerical mathematics at Charles University in PragueMaster's degree, 1 year erasmus study, Master's degree, 1 year erasmus study at Università di Pisa
Czech, English, German
Stackoverflow
384reputation
48kreached
12answers
11questions
Github Skills (79)
epub10
python10
deep-learning10
mobi10
calibre10
pytorch10
machine-learning10
database9
libgit29
data-science9
tensorflow9
jax8
neural-network8
expressions8
jenkins8
Programming languages (10)
Github contributions (5)
Darthholi/similarity-models
Oct 2020 - Feb 2022
Contributions:15 commits, 7 pushes, 1 branch in 1 year 4 months
Darthholi/crytax
Dec 2021 - Mar 2025
Contributions:16 pushes, 1 branch in 3 years 3 months
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