Position: Data Scientist, Machine Learning Engineer
Category: Data Science
English level: intermediate
Years of experience: 1.5


Samsung R&D Institute Ukraine (SRK)
Software Developer/Machine Learning Engineer 
April 2019 to present
1) Heart rate estimation by video | Python (OpenCV), C++
-Developing an algorithm pipeline.
-Improving heart rate extracting algorithm.
-Developing tools for dataset collecting/evaluating.
-Creating Python wrappers for C++ code
-Developing requirements for a dataset
2) Activity recognition using accelerometer and gyroscope records | Python (Keras)
-Developing different deep learning models for classification.
-Configuring docker images for training models on the cluster.
-Feature development using different signal processing approaches.
3) Heart rate measurement using PPG, accelerometer, and gyroscope records | Python (Keras)
-Improving heart rate measurement algorithm.
-Feature development using different signal processing approaches.
-Сollecting a dataset.
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