Olga Malyugina
Software Engineer at CARIAD
Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolOlga Malyugina is a Software Engineer and ML practitioner with 8 years’ experience building end-to-end neural network systems and production ML infrastructure across automotive perception, search, and NLP. She has led dataset creation, radar and multimodal sensor pipelines, and deployment work at CARIAD and Argo AI while optimizing GPU usage and observability for detection stacks. Her background includes productionizing deep learning at scale—CI/CD, continuous training and monitoring—for search engines at CHECK24 and on-device language models at Samsung. Trained at MIPT, she blends strong research foundations with pragmatic engineering, often tackling data-association and entity disambiguation problems that lie between models and real-world systems. Notably, she repeatedly bridges C++ and Python implementations to move models from prototype to embedded and cloud production.
8 years of coding experience
8 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)
English, German, Russian
Github Skills (27)
ros7
chainer6
keras5
robot5
robotics4
pytorch4
visualizer4
deep-learning4
cupy3
tensorflow3
cudnn3
gazebosim3
gluon3
machine-learning3
rviz2
Programming languages (3)
Github contributions (5)
oMalyugina/machine_learning_from_scratch
May 2019 - Jan 2020
Contributions:13 commits, 20 pushes, 1 branch in 7 months
oMalyugina/olimpiad_programming
May 2019 - May 2021
Contributions:36 pushes, 1 branch in 2 years
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