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.
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