Arseniy Glotov

Angestellt, Machine Learning Engineer, Insitech Development
Stavropol, Russische Föderation

Fähigkeiten und Kenntnisse

Python
Natural Language Processing (NLP)
Deep Learning
Machine Learning
Git
CI/CD
Communication
Problem Solving
Creativity
Research
Teamwork
Attention to Detail
Docker
PyTorch
Kubernetes
MLflow
Doccano
Apache Kafka
FastAPI
asyncio
TensorFlow
CVAT
OpenCV
FFmpeg
Linux
SciPy
NumPy
Matplotlib
Seaborn
LightGBM
sktime
scikit-learn

Werdegang

Berufserfahrung von Arseniy Glotov

  • Bis heute 1 Jahr und 8 Monate, seit Dez. 2023

    Senior Machine Learning Engineer

    MTS Group

    • Building and deploying RAG pipeline with LLM• Building MLOps architecture for a ML team

  • Bis heute 3 Jahre und 10 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

  • 2019 - 2021

    Applied Mathematics and Informatics

    North-Caucasus Federal University

    Thesis: «Pulmonary fibrosis progression prognosis using machine learning»

  • 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

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