Position: Data Scientist / Machine Learning Engineer
Category: Data Science
English level: upper
Years of experience: 3


Project “Stenosis Detection in Internal Carotid and Vertebral Arteries based on Lumen Diameters”.
Input dataset contains records of evaluated diameters of internal carotid and vertebral arteries (each left and right pair) measured before and after some treatment procedures, together with the medical diagnosis. Wavelet-based approach for automatic stenosis detection was proposed. Prototype was coded in Matlab.

Project "Detection of particular geo-signal".
Processing and analyzing of geomagnetic signals for feature detection. Developing methods for signal processing and feature detection. Programming of proposed methods in Matlab.

Financial startup
Developing methods for analyzing of finance data (clustering and data mining). Developing recommendation system in finance area.