Alex Khorin Email & Phone Number

Canada

Moscow, Moscow City, Russia

Development of classic ML and Computer Vision solutions tailored specifically for enhancing internal security, along with data engineering and full-cycle model deployment: • Developed an image classification/OCR model that streamlined candidate information collection, substantially cutting down paperwork and reducing company expenses

Moscow, Moscow City, Russia

Research of various semantic segmentation models (neural networks) for different applicationsResearch areas: • unimodal (Camera or LiDAR) and multimodal (Camera + LiDAR) semantic segmentation • real-time semantic segmentation • attention mechanisms • contrastive learning algorithmsDeveloped an advanced computer vision system for unmanned vehicles and self-driving cars, improving their perception and decision-making capabilities. The research and development results have been presented in a Q1 journal and at conferences.

Moscow, Moscow City, Russia

Development of a computer vision system for an unmanned helicopter: • Implemented a module for real-time radar image stitching on the onboard computer • Implemented separate modules for processing images and their metadata

Moscow, Moscow City, Russia

Calculation of body dynamics in the environment: • worked on a module that simulated gas (fluid) flow around the body • implemented parsers for presenting calculation results in various formats

Unfinished Master'S Degree, Machine Learning And Data Analysis, 4.87 / 5.00

Working on a semantic segmentation task of multimodal data (cameras + LiDAR) for unmanned vehicles M.Sc. thesis: "Semantic Search.

Bachelor Of Applied Science - Basc, Mathematics And Computer Science, 4.91 / 5.00

Obtained a degree in computer science and computer vision B.Sc. thesis: "Development of an Algorithm for Combining Frames of Radar Images.