Anton Mazhurin
About Anton Mazhurin
Anton Mazhurin is a Senior Machine Learning Engineer with over 20 years of experience in software development and research, currently working at eQualitie in Montreal, Canada. He specializes in machine learning infrastructure, orchestration with Kubernetes and Argo, and has a background in medical ultrasound and biofeedback systems.
Work at eQualitie
Anton Mazhurin has been employed at eQualitie as a Senior Machine Learning Engineer since 2019. His role involves the implementation of Kubernetes and Argo for orchestration and deployment. He previously served as a Machine Learning Software Engineer at the same organization for nine months in 2015-2016. His work focuses on designing machine learning infrastructure, which includes feature generation, parameter optimization, models storage, and ETL pipelines.
Education and Expertise
Anton Mazhurin studied at Saint Petersburg State University of Aerospace and Instrumentation, where he earned a Master's Degree in Aviation Instrument Making from 1988 to 1997. He also completed postgraduate studies in Monte-Carlo modelling of electron beam interaction with a solid target. His expertise includes machine learning, software development, and research, with a focus on anomaly detection using Isolation Forest and log streaming with Kafka, KSQL, and Spark.
Background
Anton Mazhurin began his career in the software industry in 2006, working as a Software Engineer at Thought Technology Ltd. He has extensive experience in various roles, including Senior Software Engineer at LSI SACO and Senior Machine Learning Engineer at Rubikloud Technologies. He immigrated to Canada in 2007 and has worked in diverse fields such as medical ultrasound, signal classification, and developing CRMs for insurance companies.
Achievements
Anton Mazhurin has contributed to the development of a DDOS mitigation system that focuses on Layer 7 attacks and has worked on FDA grade medical biofeedback. He has published research papers in reputable journals, including the Computational Intelligence Journal and the Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Application. His work in the Deflect project involved DDOS attack fingerprinting and mitigation.
Professional Experience
With over 20 years of experience in software development and research, Anton Mazhurin has held various positions across multiple organizations. His previous roles include Senior Machine Learning Engineer at Rubikloud Technologies, Senior Software Engineer at Thought Technology Ltd, and Researcher at Concordia University. His diverse experience spans across machine learning, software engineering, and research in both academic and industry settings.