Vincent Kríž
Machine Learning Specialist Senior at DataScript s.r.o.
Prague, Prague, Czechia
Summary
🤩
Rockstar🎓
Top SchoolVincent Kríž is a seasoned Machine Learning Specialist with 11 years of experience blending academic research in computational linguistics with hands-on production ML and data science. He holds a PhD in Computational Linguistics and has progressed from research assistant and language engineer roles to lead data scientist and senior ML specialist positions, currently based in Prague. Vincent designs and deploys NLP and ML systems using Python, TensorFlow, Scikit-Learn and a production stack that includes Docker, Kafka, MongoDB and Prometheus, with practical experience in both R and low-level scripting (BASH/Perl). He also teaches ML as a lector, signaling a knack for translating complex concepts into actionable knowledge for teams and students. Notably, his background spans both academia and industry productization, giving him a rare fluency in research-grade models and robust operational pipelines.
11 years of coding experience
13 years of employment as a software developer
Doctor of Philosophy - PhD, Computational Linguistics, Doctor of Philosophy - PhD, Computational Linguistics at Univerzita Karlova v Praze
Github Skills (48)
gzip10
mozjpeg10
boto10
webhdfs10
data-storage10
stream10
large-files10
gzip-stream10
quantile10
vms10
bz210
streaming10
gridfs9
python9
accelerator9
Programming languages (3)
Github contributions (5)
VincTheSecond/rextractor
Jan 2015 - Jul 2018
NLP Framework for detecting entities and relations.
Contributions:8 PRs, 13 pushes, 1 branch in 3 years 6 months
bertcorpus-linguisticsdialogue-systemsnatural-language-processingrelations
VincTheSecond/verb-contexts
Oct 2016 - Sep 2018
Contributions:17 pushes, 1 branch in 1 year 10 months
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