Data Scientist

В корзину
Уровень ЗП ($): 2 000$ 2 Года опыта работы Кандидат ID:15897 Харьков Дата добавления 22 сент. 2020 г.
  • 2 Года
  • Работа в офисе на полный день


I have experience in machine learning particularly in classical data science and computer vision.
During my career, I have worked with different fields of computer vision, such as object detection, object segmentation, pose estimation.
I have experience both in classic methods of image processing and deep learning. In data science,
I have experience in statistics, classical machine learning, deep learning, advanced exploratory data analysis, model explanation tools, and model deployment techniques.
Being adept at MLOps methodologies I prefer laconic and fundamental approaches of model serving, governance, and deployment which helps me to develop full-stack DS/ML projects.
Engineering technologies stack: Docker, Flask, Flask-Socketio, multiprocessing + multithreading, edge devices integration(Jetson Nano),
Windows integration(pyinstaller), PyQt, etc.
Data Science technologies stack: Pandas, Scikit-learn, XGBoost, LightGMB, Catboost, Facebook Prophet, model explanation tools(SHAP, SAGE, eli5, LIME), etc.
Computer vision technologies stack image processing libraries(OpenCV, scikit-image, etc.), object detection, and segmentation frameworks(YOLO, SSD, Faster R-CNN, Mask R-CNN, UNET), OCR(Tesseract), etc.
Deep learning technologies stack Keras, PyTorch, TensorFlow, etc.

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