Jakub Tlałka
Machine Learning Engineer at Fathom
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolJakub Tlałka is a Machine Learning Engineer with a decade of experience building production ML systems, personalization engines, and large-scale data pipelines using Spark and AWS. He has combined hands-on algorithm design — including a Monte Carlo Tree Search–inspired context recommender that boosted engagement by ~20% — with people leadership as a former data engineering manager. At Samba TV he worked on TV content identification and programmatic advertising pipelines embedded in millions of smart TVs, and today develops ML solutions at Fathom from Warsaw. He pairs strong algorithmic and mathematical roots from University of Warsaw with practical engineering: Python, Spark, and real-time data integrations. Known for clear communication and cross-functional collaboration, he thrives at the intersection of research-grade models and production-grade data engineering.
10 years of coding experience
8 years of employment as a software developer
Master's degree, Computer Software Engineering, Master's degree, Computer Software Engineering at University of Warsaw
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (3)
algorithm6
data-mining6
cluster-analysis6
Programming languages (1)
Github contributions (5)
Buzdygan/flats
Jan 2021 - Oct 2021
Contributions:2 PRs, 41 pushes, 2 branches in 8 months
xmas11/braincode2016-sambastic
Mar 2016 - Mar 2016
Contributions:30 commits, 23 pushes in 1 day
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