Anton Dorozhko

Anton Dorozhko has an extensive work experience in the field of software engineering, machine learning, and artificial intelligence. Anton started their career as an Assistant at the Laboratory of modern information technologies at Novosibirsk State University in 2013. Anton then worked as an Intern at Odin in the webhosting solutions department from December 2014 to December 2015. In 2016, they joined the Stream Data Analytics and Machine Learning Laboratory at NSU as a Software Developer for a few months.

In 2016, Anton joined Expasoft LLC as a Machine Learning Engineer, where they worked on various tasks such as cleaning logistic data, developing a database scheme, creating prediction models for wagon provisioning, and integrating it with an optimization model of route planning. Anton also worked on tuning a face recognition system based on embeddings and created a client app for Raspberry Pi.

Anton briefly worked as a Data Scientist at xLearn in July 2018 before joining vente-privee devient Veepee as a Master Project Researcher from October 2018 to February 2019.

In 2019, Anton joined Wintics as an AI Researcher, where they conducted research in the field of artificial intelligence. Anton later worked as a Computer Vision & Deep Learning Engineer and then as a Principal Engineer until February 2023.

Anton's most recent work experience is with SmartCow, where they currently hold the position of Senior Software Engineer, focusing on machine learning and solutions development.

In 2022, Anton founded VisionSpec.ai, a company that provides tools and custom solutions for organizing computer vision deep learning models testing, monitoring, answering important questions about models' specifications, accelerating continuous co-design and coevolution of models and datasets, and simplifying MLOps.

Throughout their career, Anton has also been involved with OpenDataScience [ods.ai], where they participate in Data Breakfasts and engages in small talk with DS, AI, and ML engineers and scientists.

Overall, Anton Dorozhko has gained significant expertise in software engineering, machine learning, deep learning, computer vision, and artificial intelligence through their various roles and experiences.

Anton Dorozhko completed their education in a chronological manner, starting with a Bachelor's degree in Discrete Analysis and Operation Research from Novosibirsk State University (NSU) from 2011 to 2015. Next, they pursued a Master's degree with honors in Mathematics and Computer Science from the same institution, NSU, from 2015 to 2019. Simultaneously, Anton also attended Télécom Paris from 2015 to 2019 to obtain an Engineer's degree in Science de données; Modélisation Aléatoire et Calculs Scientifiques.

In addition to their formal education, Anton obtained various certifications to enhance their skills. These include completing courses like "Convolutional Neural Networks," "Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization," "Neural Networks and Deep Learning," and "Structuring Machine Learning Projects" from Coursera in November 2017. Prior to that, they completed the course "Functional Programming Principles in Scala" from Coursera in December 2014 and "Cryptography I" in March 2014.