@RamakrishnanAIML
About
I'm Ramakrishnan — a Cloud & AI/ML Enthusiast passionate about AWS, Generative AI, and Agentic systems. I write practical deep-dives on Amazon Bedrock, AgentCore, SageMaker, and the future of AI infrastructure. If it runs on AWS and thinks for itself, I'm probably writing about it.
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Technical writing collaborations · AWS community talks · AI/ML consulting · Open-source contributions · Reviewing agentic AI projects
RAMAKRISHNAN SAKTHIVEL's blogs
Recently published
Reinforcement Fine-Tuning on Amazon Bedrock: Train Smarter, Not Harder
10h ago · 6 min read · AWS · Amazon Bedrock · April 2026 · 🕒 7 min read You've been fine-tuning models the hard way. Collecting thousands of labeled examples. Running expensive annotation pipelines. Managing GPU infras
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