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Arshak Mkhoyan has worked in various roles since 2018. Arshak began as a Business Analyst Intern at Ameriabank CJSC in 2018. In 2019, they became a Machine Learning Engineer at SoftConstruct. In 2020, they worked as a Data Scientist at Globus SB-Warenhaus Holding GmbH & Co. KG. Arshak currently works as a Data Scientist at Toptal, and a Machine Learning Engineer at Constructor.

Arshak Mkhoyan obtained a Bachelor's degree in Economics from the American University of Armenia between 2014 and 2019. In addition, they have obtained three certifications: Google Cloud Big Data and Machine Learning Fundamentals from Coursera in October 2021, Introduction to Deep Learning from Coursera in July 2019, and Machine Learning from Coursera in March 2019.