Peter Franek
ML Researcher at AIMS API
Prague, Prague, Czechia
Summary
👤
Senior🎓
Top SchoolPeter Franek is an ML researcher and former academic with eight years of industry experience building practical AI systems from Prague. He combines a PhD in mathematics and a background in theoretical computer science with hands-on ML engineering, shipping solutions for music catalogue search, autotagging, and signal- and text-based extraction systems. His work spans NLP, topic modeling, computer vision for signature detection, and music-domain similarity search, reflecting an ability to move theory into production-grade pilots and products. Having transitioned from postdoctoral research in topological data analysis to startup ML roles, he brings both rigorous analytical thinking and pragmatic product focus. Colleagues value his knack for applying abstract mathematical tools to noisy, real-world data problems—turning complex research ideas into tangible features.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Mathematics, Doctor of Philosophy - PhD, Mathematics at Charles University in Prague
Github Skills (43)
lifecycle9
artificial-intelligence9
representation-learning9
python9
pdf-files9
apc9
deep-learning8
ai8
machine-learning8
pdf8
scaling8
pytorch8
lightning8
data-science8
memory-efficient8
Programming languages (3)
Github contributions (5)
KENDAXA-Development/pdf-utils
Jul 2020 - Aug 2020
Extracting text, images and annotations from pdf files.
Contributions:1 review, 164 commits, 8 PRs in 1 month
pythonpdfannotationsocrpdf-files
franp9am/repository-template
Aug 2020 - Aug 2020
Sample repository template for making new Kendaxa open source code repositories
Contributions:10 PRs, 23 pushes, 1 branch in 6 days
repositoriestemplate
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