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Nikita Kozodoi

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Posts

AWS Blog2026

Medical Legal Regulatory Review Orchestration with AI Agents on AWS

We orchestrate a team of specialized agents that runs medical, legal, and regulatory review of pharmaceutical content. Promotional material is checked against scientific references, regulatory codes, and approved claims, cutting review cycles by up to 90%.

GenAIAgentsHealthcare
AWS Blog2026

Accelerating Mainframe Modernization: How Toyota Motor Europe Uses Amazon Bedrock to Automate Legacy Code Documentation

Undocumented mainframe code is the knowledge-loss problem that stalls enterprise migration. We built agentic pipelines on Amazon Bedrock that generate documentation from legacy sources at Toyota Motor Europe.

GenAIAgentsIDP
AWS Blog2025

Intelligent Document Processing at Scale with Generative AI and Amazon Bedrock Data Automation

We ship an end-to-end document processing application that extracts structured data from PDFs and emails. Three extraction paths are compared: managed BDA, custom Bedrock models, and Textract OCR paired with an LLM.

GenAIIDPMLOps
AWS Blog2024

Medical Content Creation in the Age of Generative AI

We wire up a system on Amazon Bedrock that drafts medical marketing content from scientific references and revises it through expert feedback loops. Textract handles document parsing and Amazon Translate the localization, cutting drafting from weeks to hours.

GenAIHealthcareIDP

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© 2026 Nikita Kozodoi. All opinions are my own.