I’m currently a Software Engineer at Samsung Research in Ukraine. My main area of interest is Computer Vision, Network Optimization for Mobile Devices, GANs, and Reinforcement Learning. The background in Mathematics allows me to delve deeper into the theory behind Deep Learning.
Under the supervision of Prof. Klyushin Dmitrii, we provided significant improvements to the non-invasive, radiation-free approach on diagnosing Breast Cancer by Boroday et al. that analyses the optical density of the Interphase Nuclei of Buccal Epithelium. The proposed hybrid ensembling framework where CNN features are locally fused together with hand-crafted fractal/CV features allowed us to learn with limited amount of data.