Home
BlogTalksPapersAbout
Nikita Kozodoi

Blog

28Posts
Nikita Kozodoi

Agents

6Posts
Source:
Tag:
AllGenAIDeep LearningEvaluationAgentsKaggleLLMsClassical MLHealthcarePyTorchComputer VisionIDPPythonAutomotiveFine-TuningMLOpsRAGResponsible AI
6 posts

Posts

AWS Blog2026

AUMOVIO Improves Quality of Automotive Software at Scale Using Multi-Agent AI on Amazon Bedrock

Defects that clear the compiler, the static analyzer and a code review still surface during vehicle integration testing, the most expensive place to find them. We built a multi-agent detector on Amazon Bedrock AgentCore that returned 30+ net-new high-priority findings in a single scan.

GenAIAgentsAutomotive
AWS Blog2026

Medical Legal Regulatory Review Orchestration with AI Agents on AWS

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

GenAIAgentsHealthcare
Builder Center2026

Accelerate Medical Content Review with Amazon Bedrock AgentCore

An agentic pipeline on Amazon Bedrock AgentCore that checks medical marketing content against compliance guidelines. We look at agent design, tool integration, and what it takes to run the workflow at scale.

GenAIAgentsHealthcare
Builder Center2026

Accelerate Deep Research Workflows with a Sample Amazon Bedrock AgentCore Application

AgentCore Deep Research is an open-source application on Amazon Bedrock AgentCore for multi-source research workflows. We cover deploying it, customizing the research agents, and adapting the pipeline to new sources.

GenAIAgents
AWS Blog2026

From Isolated Alerts to Contextual Intelligence: Agentic Maritime Anomaly Analysis with Generative AI

Maritime analysts drown in isolated alerts that carry no context on their own. Together with Windward, we built an agentic system that correlates them into enriched anomaly reports, shifting effort from data collection to decisions.

GenAIAgents
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

© 2026 Nikita Kozodoi. All opinions are my own. RSS