Ksenia Riabinova
Data Scientist 2
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolKsenia Riabinova is a Data Scientist with nine years of hands-on experience designing and deploying end-to-end ML systems across NLP and computer vision, currently driving applied research and model delivery at eBay in Berlin. She bridges research and production engineering—migrating PyTorch models to TorchScript/ONNX, optimizing inference with TensorRT/DeepStream and CUDA, and implementing monitoring with Grafana and MLFlow. Her background includes building text analysis and chatbot personalization pipelines, developing data-drift detection and pre-release metric testing, and mentoring interns on topic modeling and deployment practices. Comfortable across Python and C++, she also leverages ClickHouse, Docker, Airflow, DVC and CI/CD to keep models reproducible and reliable in production. An active competitor and project maintainer on Kaggle and GitHub, she pairs strong academic performance (MSc in Computer Science, 4.9/5) with practical speedups—once doubling model throughput by implementing TensorRT plugins in C++.
9 years of coding experience
6 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Kuban State University (KubSU)
English, Russian, German
Github Skills (13)
computer-vision9
yolov49
object-detection9
deep-learning8
linux8
windows7
neural-network7
face-tracking6
hungarian-algorithm6
deep-neural-networks6
kalman-filter6
pytorch3
onnx2
Programming languages (4)
Github contributions (5)
kseniaryabinova/KCF_and_kalman_filter
Apr 2019 - Aug 2020
Contributions:45 commits, 1 push, 1 branch in 1 year 4 months
kseniaryabinova/self-organizing_map
Apr 2018 - Jun 2020
Contributions:7 pushes, 1 branch in 2 years 2 months
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