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 (32)
boosting10
lightgbm9
go8
machine-learning8
xgboost8
golang8
statistics6
python6
gradient-boosting6
equation5
terraform5
tensorflow-model5
kubernetes4
apache-spark4
docker-image4
Programming languages (7)
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/Project_01_Housing_prices
Nov 2017 - Jan 2023
prediction of the housing prices
Contributions:6 PRs, 4 pushes, 5 branches in 5 years 2 months
pythonhousing-pricespredictionpricesmachine-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.