Alex Gorodnitskiy

Angestellt, Machine Learning Engineer, V.A. Technologies

London, Vereinigtes Königreich

Über mich

**I hold a Global Talent UK visa, so I am eligible to work in the UK.** I am a machine learning engineer with a proven track record of success in enhancing the functionality of existing products and creating new ones from scratch using advanced machine learning and deep learning approaches. I am excited about setting up large-scale training pipelines, creating and maintaining models, and onboarding new datasets. I am passionate about machine learning and writing clean code that is easy to maintain, update and scale. I open to trying new programming techniques and technologies. Also, I have a strong scientific background and an expertise in quantitative finance.

Fähigkeiten und Kenntnisse

Machine Learning
Python
Computer Vision
Deep learning
PyTorch
PyTorch Lightning
PySpark
Data Science
Data Analysis
SQL
Pandas
NumPy
OpenCV
Sklearn
LightGBM
CatBoost
Bash
Linux
Git

Werdegang

Berufserfahrung von Alex Gorodnitskiy

  • Bis heute 3 Jahre und 2 Monate, seit Mai 2021

    Machine Learning Engineer

    V.A. Technologies

    - Developed computer vision systems for road traffic monitoring and access control purposes. Overcame key challenges, productionized prototypes and transformed products to the next level. Led the vehicle & license plate recognition team. - Developed and implemented production‐ready deep learning models for a wide range of applications, including computer vision and image retrieval.

  • 1 Jahr und 2 Monate, Apr. 2020 - Mai 2021

    Machine Learning Engineer

    Sberbank

    Compliance department - Improved the quality of anti-money laundering system by developing and implementing multiple machine learning models to detect violations. - Developed a machine learning model to detect unreliable transactions for sanction screening system. - Developed and optimized ETL-scripts for production data pipelines and analytics using PySpark and SQL. - Researched and developed customer representations based on a graph of customer-customer relationships.

  • 1 Jahr und 10 Monate, Aug. 2018 - Mai 2020

    Research Engineer

    Russian Quantum Center

    - Carried out fundamental and applied research in the area of nonlinear optics for a wide range of applications, including quantum computing, LIDARs and high data-rate optical interconnects for data centers. - Provided data analysis and numerical modelling using computational statistics methods, implemented with Python and Matlab. - Co-authored multiple papers that were published in top-tier research journals, such as Nature Photonics and Nature Communications.

Ausbildung von Alex Gorodnitskiy

  • 1 Jahr und 11 Monate, Sep. 2016 - Juli 2018

    Applied Mathematics and Physics

    Moscow Institute of Physics and Technology (State University) (MIPT)

  • 3 Jahre und 11 Monate, Sep. 2012 - Juli 2016

    Applied Mathematics and Physics

    Moscow Institute of Physics and Technology (State University) (MIPT)

Sprachen

  • Englisch

    Fließend

  • Russisch

    Muttersprache

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