Andrei Kondakov Email & Phone Number

Years of experience:“BroughtonLab” Data Science Intern (Oct 2021 - Feb 2022).- Created a recommendation system for articles from the site arxiv.com. Implemented following models: model for keywords extraction, text2vec model for finding articles with similar content, NER model for gathering medical naming entities from articles. - Created eye-tracking pipeline for tracking a person's gaze on the information stand screen using 3 different OpenVINO models.“Data Monsters” Data Analyst (Oct 2022 - Feb 2024).- Analyzed histories of users of the big investment company. Based on these data, I was able to identify the main symptoms that affect the future behavior of the investors. Created interpreted model which estimates current health of the investors and it helps sales understand what the client is happy or dissatisfied with.- Created a custom model for object tracking. Gathered dataset and trained on its model for detection and tracking based on the YOLO8 model. For data markup and training use Roboflow and Ultralitics. - Created CV pipeline including tracking objects from video streams and extracting texts from them.Other achievements:Took part in several hackathons on Computer Vision and Data Science. With a team won StartUP2021 hackathon where I trained recognition model for car sharing clients identification. Also was a member of several university science conferences.