Position: ML engineer
Category: Python
English level: pre
Years of experience: 3


Developed and implemented 3D positioning and Tracking algorithms. Implemented computer vision algorithms with OpenCV. 
Built classifier with transfer learning using Keras (for example, based on Densenet) and XGBoost model for image classification in scikit-learn. 
Collected, studied and interpreted large datasets using CVAT (annotator for video), Jupyter, Matplotlib.
Developed services saving videos and params of the videos in the database (PostgreSQL). These services were packed into docker-containers.