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Oleg Smirnov

Oleg Smirnov

Oleg Smirnov is a data scientist at Grid Dynamics, focusing on natural language processing and deep learning


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transforming business process automation cover
Article
Transforming business process automation with retrieval-augmented generation and LLMs
Article Transforming business process automation with retrieval-augmented generation and LLMs

In today's competitive business environment, automation of business processes, especially document processing workflows, has become critical for companies seeking to improve efficiency and reduce manual errors. Traditional methods often struggle to keep up with the volume and complexity of the ta...

Building a Visual Quality Control solution in Google Cloud using Vertex AI
Article
Building a visual quality control solution in Google Cloud using Vertex AI
Article Building a visual quality control solution in Google Cloud using Vertex AI

The effectiveness and efficiency of quality control processes are among the top concerns for most manufacturing companies, and are also important considerations in logistics, agriculture, and other verticals. Over the last decade, visual quality control automation using computer vision has proved t...

Visual Quality Control with AWS Lookout for Vision
Article
Visual quality control with AWS Lookout for Vision
Article Visual quality control with AWS Lookout for Vision

Originally published on the AWS Partner Network blog Conveyor belts are an essential material handling tool for various industrial processes, and one of the most effective ways to quickly and continuously transport large amounts of materials or products. However, high throughput rates make i...

Building a question answering system for online store
Article
Building a question answering system for online store
Article Building a question answering system for online store

NLP technologies are rapidly improving, changing our user experience, and increasing the efficiency of working with text data. For instance, web search and language translation innovations changed our world, and now Deep Learning enters more and more areas. While writing these sentences, the editor...

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