ATOver Artiom
A Senior Data Science and Machine Learning Specialist with deep expertise in MLOps, passionate about building and deploying scalable machine learning solutions that solve tangible operational challenges. I have a proven track record of managing the entire ML lifecycle, from initial analysis and model development to final deployment on robust MLOps platforms (AWS, GCP). By automating processes with CI/CD pipelines, I enable data science teams to deliver value effortlessly. I am a strong communicator, adept at translating complex technical insights into strategic recommendations for senior leadership, and I am committed to mentoring team members to foster collective growth.
Nederlands
Tweetalig / moedertaal
Engels
Vloeiend
Russisch
Vloeiend
Kan op locatie werken
Rotterdam (tot 50km)
Werkervaring
- ThoughtworksSenior Machine Learning Engineerapril 2023 - Vandaag (3 jaren en 2 maanden)Amsterdam, NetherlandsAs a consultant, I have worked on multiple projects>
- Developed a scalable (Gen)AI and data platform on AWS, utilizing IaC principles for modular and testable components. Implemented MLOps best practices and provided technical leadership and coaching to data science teams, focusing on model governance, lineage, and seamless integration.
- Engineered and deployed an end-to-end dynamic pricing system, from model development (Bayesian time series, contextual bandits) to production, ensuring system reliability for real-time price optimization and revenue increase.
- Designed and implemented an end-to-end recommender system, including data pipelines and deployment via FastAPI on a Kubernetes platform.
- Conducted an in-depth MLOps assessment to analyze the reliability and efficiency of the ML platform. Developed a strategic roadmap for the platform's further development, including recommendations for CI/CD, monitoring, and governance.
- NielsenAssociate Data Scientistjanuari 2021 - maart 2022 (1 jaar en 2 maanden)Rotterdam, Netherlands
- Worked on a product to model and optimise clients' media campaign spend using Bayesian methods in numpyro. Developed a new Bayesian methodology for the product.
- DeloitteGraduate Intern - Data Sciencemei 2019 - november 2019 (6 maanden)Developed an econometric model to segment online customers for value, and predict browsing behaviour on the website for a major international provider of car leasing services.
Aanbevelingen
Wees de eerste die Artiom aanbeveelt
Help deze freelancer om te schitteren door te vertellen hoe het is om met hem of haar te werken.
Deze freelancerprofielen matchen ook met zoekopdracht.
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Opleidingen
- Master's degree in EconometricsErasmus University Rotterdam2020
- Bachelor's degree in EconometricsErasmus University Rotterdam2017Bachelor's Degree