Dzianis Sivets
Machine Learning Engineer at Toshiba Global Commerce Solutions
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolDzianis Sivets is a Machine Learning Engineer with over a decade of professional experience and 7+ years focused on applied ML and deep learning, including five years specializing in computer vision and 3D vision problems. He has a strong track record building and deploying scalable data pipelines and inference systems across industry projects—from high-accuracy identity marker identification and point-cloud stitching to production pose estimation and LLM-backed chatbot pipelines. Proficient in Python, PyTorch, and data engineering tools, he pairs hands-on modeling (metric learning, object detection, pose estimation) with system-level engineering to move prototypes into production. His background in mathematics and system analysis informs rigorous experimentation (e.g., loss-function research and oriented bounding-box adaptations) and practical dataset/augmentation strategies. Based in Warsaw, he blends research-grade results with client-facing delivery, and recently helped modernize chatbot pipelines and prototype customizable image-generation services.
10 years of coding experience
8 years of employment as a software developer
Master's degree Mathematics and System Analysis, Master's degree Mathematics and System Analysis at Belarusian State University
Github Skills (4)
yandex6
python5
database4
clickhouse2
Programming languages (1)
Github contributions (5)
yamiou/highload_course
Dec 2017 - Oct 2018
Contributions:4 PRs, 4 pushes in 9 months
yamiou/infi.clickhouse_orm
Jun 2017 - Jun 2017
Contributions:2 pushes, 1 branch in 1 day
python-libraryclickhouse-databasepythonclickhouseyandex
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