Yuriy G.

UA

Remote job

Full time

Available now

Rating:

Software Engineer (Machine Learning)

As well as a successful track record of algorithmic programming contests and Kaggle competitions. During my career, I have performed a variety of roles: developer, research engineer, consultant, technical lead, and solutions architect. I believe in T-shaped skills, therefore I have wide interests in technology in general, but my deepest knowledge is in data science and software architecture.

Talent Story

December 2016 - Present

Software Engineer (Machine Learning)

Member of the full-stack team developing the modeling core.

My primary areas of focus: automated machine learning, time series/multiseries forecasting, hyperparameter optimization, ensemble learning, operationalizing ML models.

June 2017 - Present

Lecturer - AI & Machine Learning

Teaching AI to 3rd year Computer Science undergrad students.

Teaching selected topics on Machine Learning to Data Science Master's degree students.

Teaching Machine Learning summer/winter schools for external audience.

April 2016 - December 2016

Data Scientist / Machine Learning Engineer

Unsupervised learning, soft clustering, speech analysis, digital signal processing.

Python
February 2016 - October 2016

Data Science Team Lead

Conducting pre-sales activities for data science/big data projects: initial customer negotiations, proposals.

Designing and implementing statistical/probabilistic/data mining/machine learning models.

Improving accuracy of existing systems by enriching them with advanced analytical models.

Selecting and integrating Big Data tools and frameworks required to provide requested capabilities.

Helping business stakeholders make decisions based on data.

Hadoop Spark NoSQL
July 2012 - November 2015

R&D Engineer, Software Architect

Worked on the pre-sales phase for more than 40 projects in different domains and technology areas, including HPC, Big Data and Cloud projects. Took part in communication sessions with the potential customers, contributed to the preparation of many commercial proposals as a solutions architect. Assisted during the initiation phase of new projects.

Led a company-wide .NET technology stream consisting of 50+ software engineers.

Education

2006 - 2011

Lviv Polytechnic National University

Master’s Degree, Computer Science

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