Olga Chernytska
Data Scientist
Lower Silesian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolOlga Chernytska is a Machine Learning Engineer with 9 years of experience specializing in computer vision and deep learning for manufacturing and industrial inspection. She has delivered production-ready object detection, defect detection, and image-alignment solutions using YOLO, PyTorch, OpenCV and edge-friendly model architectures, and has operationalized evaluation pipelines, experiment tracking (Weights & Biases) and AWS SageMaker deployments. Her background spans unsupervised and supervised methods—from fast, real-time anomaly detectors trained on unlabeled data to lightweight transfer-learned classifiers for small datasets—reflecting a pragmatic focus on accuracy, speed, and deployability. Olga pairs advanced technical work with strong data engineering and MLOps practices, having set up offline evaluation, metric calculation and automatic error analysis at scale. Based in Lower Silesia, Poland, she combines academic training in computer science and economics with hands-on startup and enterprise experience, often solving messy production data problems that research papers don’t cover.
9 years of coding experience
8 years of employment as a software developer
Master's degree, Computer Science / Data Science, Master's degree, Computer Science / Data Science at Ukrainian Catholic UniversityMaster's degree, Economic Analysis, Master's degree, Economic Analysis at Kyiv School of EconomicsBachelor's degree, Finance, Bachelor's degree, Finance at Kyiv National Economics University
Stackoverflow
26reputation
1kreached
4answers
0questions
Github Skills (18)
word2vec9
anomaly-detection9
convolutional-neural-networks9
computer-vision8
deep-learning8
natural-language-processing8
super-resolution8
pytorch8
data-augmentation6
keras6
tensorflow6
on-the-fly6
pose-estimation6
numpy6
albumentations6
Programming languages (2)
Github contributions (5)
OlgaChernytska/3D-Hand-Pose-Estimation
Jan 2019 - Jun 2019
Thesis in Ukrainian Catholic University
Contributions:10 commits, 7 pushes, 1 branch in 4 months
OlgaChernytska/word2vec-pytorch
Aug 2021 - Jan 2022
Implementation of the first paper on word2vec
Contributions:22 commits, 6 pushes in 4 months
word2vecnatural-language-processingpytorchdeep-learning
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