I possess 4 years of extensive experience as a Data Scientist and Machine Learning Engineer, engaging in diverse projects that encompass image recognition, audio classification, text categorization, and time series forecasting across various domains. My expertise spans both conventional data analysis techniques and advanced neural networks.
In addition to my industry tenure, I have accrued a decade's worth of teaching expertise at Zaporizhia National University. During this period, I have delivered courses on programming, machine learning, and mathematical modeling. Furthermore, I have a proven track record of supervising diploma projects and doctoral theses.
Moreover, I have authored scientific publications within the realms of machine learning and mathematical modeling. I hold a PhD in applied mathematics.
Doctoral
2008-2016
Candidate of Science
Zaporizhzhia National University
Researcher
Grant researcher project: Thermochemical pressing of special purpose materials
2022-Present
Data Scientis / ML Engineer
Upwork
2019-Present
Researcher
Grant researcher project: The Development of a Software Resource for the Cloud-based Engineering Analysis of Aerospace Objects
2019-2021
Associate Professor
Department of Software engineering, Zaporizhzhia National University
2014-Present
Designing An Object-Oriented Architecture for the Finite Element Simulation of Structural Elements
Design sound classification IoT system with genetic algorithms
Design Patterns for Object-Oriented Scientific Software
Automatic image annotation with ensemble of convolutional neural networks
125h