Dmytro Doroshenko
Senior Machine Learning Engineer at Triple A Internetshops GmbH
Berlin, Germany
Summary
🤩
Rockstar🎓
Top SchoolDmytro Doroshenko is a Senior Machine Learning Engineer based in Berlin with 11 years of experience building end-to-end ML systems from distributed training pipelines to production APIs. He has deep hands-on expertise in computer vision, mobile model optimization, and NLP, routinely shipping models for resource-constrained devices using PyTorch, TensorFlow Lite, CoreML and ONNX. His background spans feature-rich production stacks—DVC, CVAT, Streamlit, FastAPI—and practical model interpretation tools like SHAP and LIME, enabling reliable deployment and explainability. Dmytro’s career includes roles delivering distributed training and object detection at scale as well as recommender systems and NLP pipelines, reflecting a rare full-lifecycle fluency. Trained at Taras Shevchenko University and Yandex School of Data Analysis, he pairs rigorous academic foundations with product-minded engineering. Colleagues value him for turning research-grade models into optimized, deployable solutions that run efficiently on mobile and edge platforms.
11 years of coding experience
4 years of employment as a software developer
Data Science Summer School Data Science, Data Science Summer School Data Science at Ukrainian Catholic UniversityMaster's degree Computer Science, Master's degree Computer Science at Taras Shevchenko National University of KyivComputer Science, Computer Science at Yandex School of Data Analysis
Ukrainian, English, German
Github Skills (21)
pytorch10
robotics10
text-segmentation10
python10
image-processing10
image-classification10
metric-learning10
machine-learning10
information-retrieval10
text-classification10
reinforcement-learning10
distributed-computing10
image-segmentation10
infrastructure10
deep-learning10
Programming languages (2)
Github contributions (5)
ditwoo/catalyst
Apr 2020 - Mar 2021
Accelerated DL R&D
Contributions:208 pushes, 28 branches in 10 months
acceleratedmachine-learning
ditwoo/batteries
Mar 2021 - Sep 2023
Scripts & stuff for training models with PyTorch.
Contributions:15 PRs, 22 pushes, 12 branches in 2 years 6 months
deep-learningpytorchmachine-learningtraining
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