Work History
Showcase
Education
Work history
UpStack
Machine Learning Engineer
2022 - Present (3 years)
Employ modern ML solutions in implementing data, big data pipelines, and cloud services on projects.
Develop and maintain database pipelines for clients - transforming data into actionable insights.
Collaborate closely with teams of software engineers, product managers, and other stakeholders on projects.
WhiteSnake
Machine Learning Engineer
2022 - Present (3 years)
Design, build and deploy production-level machine learning systems and solutions for clients.
Deliver production-ready code and drive adoption of best practices on projects.
Develop and validate ML models and manage deployment processes on solutions.
Softeq
Machine Learning Engineer
2021 - 2022 (1 year)
Built and implemented a new Senetik data generator and worked on a multiclass detection and object tracking solution.
Designed a keywords text generation solution - model training it to parse volumes of data from documents.
Worked with opensource datasets and modern ML methods to enhance the chatbot creation process for the client.
Adani Systems
Machine Learning Engineer
2020 - 2021 (1 year)
Designed, built and trained the ML model and convolutional neural network on the project for Adani.
Contributed to implementing solutions to enhance semantic segmentation of x-ray images in mammology.
Informed ML modelling decisions and utilized modern ML techniques to identify and resolve issues on the project.
Showcase
Machine Learning Engineer - Semantic Segmentation
Developed a semantic segmentation model for medical images using Dicom data.
Built and validated a dataset for training and testing the model.
Investigated and implemented new techniques for enhancing model performance.
Machine Learning Engineer - Chatbot Creation Methods
Identified new methods for chatbot creation using open-source datasets and machine learning.
Worked with datasets and machine learning to build a question and answer system.
Focused on process identification and task execution for chatbot development.
Machine Learning Engineer - Keywords Text Generation
Designed and implemented a proof of concept ML algorithm for text generation from keywords.
Performed data analysis and utilized new ML solutions to train models and parse data from documents.
Participated in research processes related to text generation.
Education
Bachelor's Degree
Belarusian State University of Informatics and Radioelectronics
2018 - 2022 (4 years)