Nikita Kozodoi
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Nikita Kozodoi

AI Blog

AI insights and projects

Nikita Kozodoi

AI Blog

AI insights and projects

26
Blog Posts
13
AWS Blogs
13
Personal Blogs
23
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Cover image for Medical Legal Regulatory Review Orchestration with AI Agents on AWS
Medical Legal Regulatory Review Orchestration with AI Agents on AWS
June 2026

Learn how an orchestrated team of specialized Amazon Bedrock agents runs the full medical, legal, and regulatory (MLR) review of pharma content in parallel, checking promotional materials against scientific references, regulatory codes, branding guidelines, and approved claims to cut review cycles by up to 90%.

AWSHealthcareAgents
Cover image for Accelerate Medical Content Review with Amazon Bedrock AgentCore
Accelerate Medical Content Review with Amazon Bedrock AgentCore
May 2026

Learn how to accelerate medical content review workflows by building an agentic solution on Amazon Bedrock AgentCore that automates compliance checks at scale.

AWSHealthcareAgents
Cover image for Accelerate Deep Research Workflows with a Sample Amazon Bedrock AgentCore Application
Accelerate Deep Research Workflows with a Sample Amazon Bedrock AgentCore Application
April 2026

Learn how to deploy and customize AgentCore Deep Research, an open-source sample application on Amazon Bedrock AgentCore that automates multi-source research workflows.

AWSGenerative AIAgents
Cover image for From Isolated Alerts to Contextual Intelligence: Agentic Maritime Anomaly Analysis with Generative AI
From Isolated Alerts to Contextual Intelligence: Agentic Maritime Anomaly Analysis with Generative AI
April 2026

Learn how Windward and AWS built an agentic AI solution that automatically contextualizes maritime anomalies, enabling analysts to focus on decision-making rather than data collection.

AWSGenerative AIAgents
Cover image for Accelerating Mainframe Modernization: How Toyota Motor Europe Uses Amazon Bedrock to Automate Legacy Code Documentation
Accelerating Mainframe Modernization: How Toyota Motor Europe Uses Amazon Bedrock to Automate Legacy Code Documentation
March 2026

Learn how Toyota Motor Europe uses Amazon Bedrock and agentic AI to automatically generate documentation from legacy mainframe code, accelerating enterprise modernization.

AWSGenerative AIAgents
Cover image for Boost Your LLM Performance on Amazon Bedrock with Self-Reflection
Boost Your LLM Performance on Amazon Bedrock with Self-Reflection
January 2026

Learn how to enhance LLM performance using self-reflection techniques with Amazon Bedrock models to improve accuracy and reliability.

AWSGenerative AILLMs
Cover image for Scaling Medical Content Review at Flo Health Using Amazon Bedrock
Scaling Medical Content Review at Flo Health Using Amazon Bedrock
January 2026

Discover how Flo Health scaled their medical content review process using Amazon Bedrock to ensure accuracy and compliance at scale.

AWSHealthcareGenerative AI
Cover image for AUMOVIO Boosts Software Development with an Agentic Coding Assistant Powered by Amazon Bedrock
AUMOVIO Boosts Software Development with an Agentic Coding Assistant Powered by Amazon Bedrock
January 2026

Learn how AUMOVIO accelerated software development using an agentic coding assistant built on Amazon Bedrock.

AWSGenerative AIAgents
Cover image for Shaping the Future of Embedded Automotive Development with AUMOVIO and AWS
Shaping the Future of Embedded Automotive Development with AUMOVIO and AWS
September 2025

Discover how AUMOVIO and AWS are revolutionizing embedded automotive development through cloud-native solutions.

AWSGenerative AILLMs
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© 2026 Nikita Kozodoi. All opinions are my own.