Danil Petrov
ML Engineer at Yandex
Amsterdam, North Holland, Russia
Summary
🤩
Rockstar🎓
Top SchoolDanil Petrov is an ML Engineer with nine years of experience building production-ready data pipelines and search systems, currently working at Yandex on geo-data models and MapReduce workflows. He emphasizes reproducibility and considers rigorous data validation—not just model performance—the cornerstone of robust ML systems. His background spans end-to-end pipeline development, from ingesting semi-structured patent data and GCS-backed ETL to serving models as REST services and producing automated reports. With a strong mathematics foundation (MSc) and hands-on experience in C++ course creation and practical recommender prototyping, he blends theoretical rigor with applied engineering. Based in Amsterdam but originating from Russia, he brings a track record of solving messy real-world data problems across advertising, startups, and outsourcing projects.
9 years of coding experience
4 years of employment as a software developer
Master's degree, Mathematics, Master's degree, Mathematics at Peoples’ Friendship University of Russia
Github Skills (52)
calculator10
watson10
conversation10
python10
custom-actions10
video-processing10
assistants10
bots10
google-assistant10
machine-learning10
nlu10
audio-processing10
facebook10
botkit10
pitch10
Programming languages (5)
Github contributions (5)
d61h6k4/dot
Oct 2020 - May 2021
Contributions:24 commits, 1 PR, 33 pushes in 6 months
d61h6k4/call-assistant-bot
May 2024 - Aug 2024
AI call assistant bot is an automated system designed to handle phone calls, providing customer support, scheduling appointments, and answering inquiries efficiently without human intervention.
Contributions:8 reviews, 80 PRs, 344 pushes in 3 months
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