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Dmitry Afonkin

Dmitry Afonkin

Dmitry Afonkin is Data/ML Architect in Grid Dynamics, Belgrade office. He joined company in 2021, during which time he has been performing technical management of Data Solutions in AWS, GCP and Azure.


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Article
Semantic layer: Design principles and cloud-agnostic architecture
Article Semantic layer: Design principles and cloud-agnostic architecture

The diversity of modern data technologies leads to new challenges in establishing a consistent and accurate data view for data consumers. In light of this issue, a semantic data layer introduces a means of harmonizing a single point of view for business metrics, no matter how many different data...

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Article
IoT platform: A starter kit for Azure
Article IoT platform: A starter kit for Azure

Industrial IoT (IIoT) has become mainstream in a broad range of industries, including manufacturing, supply chain, logistics, energy, smart cities, and agriculture. IoT solutions enable intelligent decision-making for use cases such as predictive maintenance, visual quality control, and anomaly det...

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Article
How to enhance MLOps with ML observability features: A guide for AWS users
Article How to enhance MLOps with ML observability features: A guide for AWS users

Adoption of machine learning (ML) methods across all industries has drastically increased over the last few years. Starting from a handful of ML models, companies now find themselves supporting hundreds of models in production. Operating these models requires the development of comprehensive capa...

IoT Platform: A Starter Kit for AWS
Article
IoT platform: A starter kit for AWS
Article IoT platform: A starter kit for AWS

The global market for the Internet of Things (IoT) is expected to reach $413.7 billion by 2031, according to a recent report published by Allied Market Research. The key industries driving this growth include manufacturing, supply chain and logistics, energy, and smart cities. The digital transform...

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