Roman Marakulin
Machine Learning Engineer at Amazon
Madrid, Community of Madrid, Spain
Summary
👤
Senior🎓
Top SchoolRoman Marakulin is a machine learning engineer with 11 years of experience building scalable ML-driven systems and ETL pipelines across distributed environments, currently at Amazon. He has a strong engineering background in Scala, Java, Spark and AWS from roles at Joom and Acronis, where he delivered production remarketing infrastructures, automated optimization algorithms and models for malware and HDD failure detection. Roman combines academic rigor from MIPT and Yandex School of Data Analysis with hands-on product work—designing AB testing frameworks, budget-allocation algorithms and product-filtering models that improved ad KPIs. Comfortable leading small teams and mentoring interns, he brings a pragmatic blend of research, systems programming and ML deployment expertise that helps translate experimental models into reliable production services.
11 years of coding experience
10 years of employment as a software developer
Master's degree Mathematics and Computer Science, Master's degree Mathematics and Computer Science at Moscow Institute of Physics and Technology (State University) (MIPT)Big data, Big data at Yandex School of Data Analysis
English, Russian, Spanish
Github Skills (65)
active-learning10
frontier10
intel9
cpp9
machine-learning9
reinforcement-learning9
x86-648
python8
vowpal-wabbit8
assembly8
x868
code-generation7
r7
codegen7
google-ads-api7
Programming languages (8)
Github contributions (5)
awant/seafile_data_recovery
Jul 2022 - Jan 2025
Contributions:3 pushes, 1 branch, 2 comments in 2 years 6 months
awant/sd_failure_predictions
Apr 2019 - May 2019
Contributions:32 commits, 13 pushes, 1 branch in 1 month
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