AWS Blogs/Prescriptive Guidance

ML/Generative AI/Agentic AI:

• Generative AI Lifecycle Operational Excellence framework on AWS - co-author

• Enhance deployment guardrails with inference component rolling updates for Amazon SageMaker AI inference

• Scaling Agentic Coding Tools Like Claude Code Across Your Organization: What We Learned from CTOs in the Field

• Deploying Claude Agent SDK on Amazon Bedrock AgentCore Runtime

Customer Case Studies:

Based on the work with customers.

ML/Generative AI/Agentic AI:

• WorkflowMax Intelligent Document Processing

• Ingenious AI Amazon Nova LLM Case Study

• CrystalDelta Amazon Nova LLM Case Study

• inGeniousAI reinvent 2025 Keynote Highlight

Migration

• WorkflowMax AWS Migration Case Study

Customer quotes on AWS Services

I worked closely with AWS customers to advocate for AWS services and solutions.

ML/Generative AI/Agentic AI:

• Customer Fortiro: Unlock cost savings with the new scale down to zero feature in SageMaker Inference

• Customer Landchecker: Amazon Strands Agents SDK

• Customer TeamFomr: Amazon Strands Agents SDK

Internal Deep Dives & Summit Speaking:

ML/Generative AI/Agentic AI:

• Video Q&A with Amazon Bedrock and Marqo AI

• Observability for GenAI Applications with Amazon Bedrock and Langfuse - AWS Global Technicla Field Community (TFC) Annual Summit, Seattle, WA, USA, April 2025

• AWS Tech Summit Sydney 2025 - GenAIOps with Langfuse

• AWS Sydney Summit 2025 - Scaling Generative AI in Production with Amazon Nova - With customer inGenious AI, AWS Sydney Summit is the latest public event in the ANZ

Data Analytics:

• AWS Tech Summit Sydney 2025 - Fugal Data Foundation for AI with Athena DBT and Iceberg

Hands-on Workshops Builder:

As main author or co-author

ML/Generative AI/Agentic AI:

• Supercharge your development with Claude Code on Amazon Bedrock

• GenAI Ops with Langfuse

Data Analytics:

• Better together: Snowflake + AWS for Analytics and GenAI workload

• Cost Effective Modern Data Platform With Athena, DBT, Iceberg, Strands SDK and MCP

Internal Toolings/Demos

Contributor

• Pizza Bot - Pizza Bot is AI-powered assistant that helps you complete common AWS tasks faster and more efficiently, Pizza Bot builds on the industry standard OpenAPI (REST) and Model Context Protocol (MCP) specifications to expose recipes that can be called directly or via an AI agent

• Inferencing DeepSeek-R1-Distill-LLama-8B on Trainum2 and vLLM