Katsiaryna Belskaya

Katsiaryna Belskaya's work experience in chronological order is as follows:

- Machine Learning Engineer at Skillforce.pl (2021-present): Led the design and development of a railroad track crossings monitoring system using video streaming. Achieved a 98% average precision (AP) on license plate detection in challenging conditions through synthetic dataset generation and YOLO-based detection architecture. Also attained a 96% charwise accuracy on license plate OCR.

- Machine Learning Engineer at InData Labs (2020-2021): Developed the computer vision (CV) component of a laparoscopic video-based system for US medical institutions. Improved surgical instrument segmentation mean intersection over union (IoU) from 0.73 to an unspecified higher value.

- Junior Data Scientist at IBA Group (2019-2020): Implemented a machine learning engine for an intelligent customer support system in an international bank. Increased the Receiver Operating Characteristic (ROC) area under the curve (AUC) score from 0.74 to an unspecified higher value.

- Junior Software Engineer at Itransition Group (2019): Completed an internship project involving the development of an online book marketplace. Responsibilities included implementing backend and frontend logic using Java, Spring framework, and React, developing REST API, implementing services security, managing a MySQL database, and formulating business requirements. Used technologies such as Java 11, Spring Boot, Spring Cloud, Spring Security, MySQL, Spring Data, JWT, REST API, and React.

Katsiaryna Belskaya pursued their education from 2019 to 2023 at Belarusian State University. During this period, they earned a Bachelor's degree in Computer Mathematics and System Analysis. In addition to their degree, they obtained a certification as an AWS Academy Graduate in AWS Academy Cloud Foundations from Amazon Web Services (AWS) in May 2022.