Olga Chernytska
Machine Learning Engineer at GlobalLogic
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
7 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 (19)
convolutional-neural-networks9
anomaly-detection7
pytorch7
deep-learning7
computer-vision7
data-augmentation6
keras6
tensorflow6
on-the-fly6
numpy6
albumentations6
image-processing6
science2
sentiment2
sentiment-analysis2
Programming languages (2)
Github contributions (5)
OlgaChernytska/3D-Hand-Pose-Estimation
Jan 2019 - Jun 2019
Contributions:10 commits, 7 pushes, 1 branch in 4 months
OlgaChernytska/word2vec-pytorch
Aug 2021 - Jan 2022
Contributions:22 commits, 6 pushes in 4 months
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