Andrey Avdeev
Head Of Machine Learning at Aeroflot - Russian Airlines
Moscow, Moscow, Russia
Summary
👤
Senior🎓
Top SchoolAndrey Avdeev is a hands-on engineering leader with 10 years of experience building ML-driven and high-load backend systems, currently heading Machine Learning at Aeroflot. He has repeatedly taken projects from prototype to production—designing MLOps, CI/CD and infra (MLFlow, DVC, Kubernetes) and building real-time pipelines for recommendation, face re-identification and queue prediction in retail and fintech. Andrey blends team leadership and hiring with deep technical work: architecture, Python SDKs, Kafka/NSQ clusters, Cassandra and monitoring stacks he has deployed and operated at scale. He has co-founded a startup, led billing and crisis-rewrite efforts at VK Cloud, and is comfortable turning legacy systems into resilient, observable platforms. Notably, he pairs physics-rooted research thinking with pragmatic delivery, often implementing entire stacks (from hardware testing to deployment) himself.
11 years of coding experience
9 years of employment as a software developer
Master's degree System Analysis and Management, Master's degree System Analysis and Management at Moscow Institute of Physics and Technology (State University) (MIPT)
Russian, English
Github Skills (33)
text-segmentation10
image-processing10
metric-learning10
information-retrieval10
text-classification10
distributed-computing10
image-segmentation10
recommender-system10
object-detection10
computer-vision10
image-classification9
reinforcement-learning9
pytorch9
python9
classification9
Programming languages (3)
Github contributions (5)
andrey-avdeev/decouple
Dec 2019 - May 2023
Contributions:1 release, 11 pushes, 1 branch in 3 years 4 months
andrey-avdeev/andrey-avdeev.github.io
Sep 2016 - Jun 2026
Contributions:61 pushes, 2 branches in 9 years 10 months
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