Arseniy Glotov
Angestellt, Machine Learning Engineer, Insitech Development
Stavropol, Russische Föderation
Über mich
● Passionate machine learning professional with the ability to apply ML techniques and leverage algorithms to solve real-world business problems; ● Proven proficiency to develop algorithms and models that can understand and analyze text data; ● Seeking a position where I can use my skills to improve customer experience and help the company achieve its goals.
Werdegang
Berufserfahrung von Arseniy Glotov
Bis heute 2 Jahre und 9 Monate, seit Okt. 2021
Machine Learning Engineer
Insitech Development
Working on projects for FivePost, a logistics company with 20 million parcels delivered in 2022. • Built ML system at scale for Voice Assistant Bot to reach the goal of 50%+ of customer problems solving without the need for operator assistance; • Implemented a streamlined model training pipeline with integrated MLOps and CI/CD tools, cut- ting the development time for new classifier models from 6 weeks to 2 weeks; • Refactored and improved the ML system with classification & NER models;
3 Monate, Apr. 2021 - Juni 2021
Machine Learning Engineer
innoscripta GmbH
Three-month contract position. • Deployed a keyword extraction model into a production ML service, improving the company’s search engine product; • Built asynchronous web parsers for several websites, resulting in significant data enrichment and quality improvements in the search engine product.
1 Jahr und 2 Monate, März 2020 - Apr. 2021
Computer Vision Engineer
Neurus
Worked on a project to build a cashierless store for the Russian retail company ”VkusVill”. • Deployed object detection models on embedded devices; • Developed a Person Re-Identification system to improve customer tracking algorithms by lowering tracking errors by 15%.
1 Jahr und 7 Monate, Sep. 2018 - März 2020
Data Analyst & Python Developer
Freelance, self-employed
Project-based work for local companies. • Applied forecasting algorithms to predict bookmaker’s profits and detect unprofitable offices; • Collected and analyzed social indicators in different regions of Russia, using clusterization algo- rithms to identify clusters of similar regions; • Developed and deployed a REST API service for working with geographic data.
Ausbildung von Arseniy Glotov
5 Jahre und 11 Monate, Sep. 2015 - Juli 2021
Applied Mathematics & Informatics
North Caucasian Federal University
Grade: summa cum laude
Sprachen
Englisch
Fließend
Russisch
Muttersprache