Anton Ivanov
Senior Data Scientist
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolAnton Ivanov is a Senior Data Scientist based in Berlin with 9 years of experience building real-time ML systems and cloud-native infrastructure for ad-tech and telematics. With a PhD in Physics, he combines rigorous probabilistic modeling and research-minded experimentation to deliver production-grade models that have increased ad campaign margins by 90% and cut bidder CPU use by 20%. He is hands-on across the stack—converting models into Go modules or REST APIs, orchestrating Airflow pipelines, and deploying on Kubernetes with Terraform on GCP/Azure. Comfortable with streaming and large-scale data (Spark, Databricks) and privacy-preserving ML, he brings both deep theoretical grounding and practical DevOps skills (CKAD) to bridge ML research and operational delivery. Notably, his background in quantum transport methods informs a disciplined approach to stochastic modeling and complex systems.
9 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Physics, Doctor of Philosophy - PhD Physics at The University of FreiburgM.Sc. Physics, M.Sc. Physics at Heidelberg University
Bulgarian, German, English
Github Skills (37)
prediction9
regression8
golang7
machine-learning7
lightgbm7
boosting7
equation6
statistics6
python6
gradient6
xgboost6
go5
watson5
probabilistic-programming4
kubernetes4
Programming languages (6)
Github contributions (5)
ImScientist/Towards-RL
Aug 2018 - Jul 2024
Navigation through a dynamic map using the Bellmann equation
Contributions:14 PRs, 17 pushes, 8 branches in 6 years
bellmann-equationequationmapnavigation
ImScientist/probabilistic-forecasting-travel-time
Oct 2022 - Feb 2024
Contributions:1 release, 2 PRs, 3 pushes in 1 year 4 months
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