Blog

This post is the second part of the GPT-OSS series focusing on model customization with Amazon SageMaker AI. In Part 1, we demonstrated fine-tuning GPT-OSS models using open source Hugging Face libraries with SageMaker training jobs, which supports distributed multi-GPU and multi-node configurations, so you can spin up high-performance clusters on demand. In this post, …

Read more “Fine-tune OpenAI GPT-OSS models using Amazon SageMaker HyperPod recipes”

As data platforms evolve and businesses diversify their cloud ecosystems, the need to migrate SQL workloads between engines is becoming increasingly common. Recently, I had the opportunity to work on translating a set of Databricks SQL queries to BigQuery SQL — a task that is deceptively complex due to differences in syntax, functions, and execution …

Read more “Intelligent code conversion: Databricks Spark SQL to BigQuery SQL via Gemini”

This post was written with Jake Friedman from Wildlife. Businesses are seeking innovative ways to differentiate themselves through hyper-personalization and enhanced customer experiences. At the Cannes Lions International Festival of Creativity 2025, AWS showcased The Fragrance Lab, an interactive and inspiring experience that demonstrates how generative AI can support the development of hyper-personalized consumer goods …

Read more “Create personalized products and marketing campaigns using Amazon Nova in Amazon Bedrock”

Do you remember packing for an extended trip twenty years ago? We had to load up a camera, a day planner, a pile of books, a handheld gaming device, a map-stuffed tourist guide, a phone, a CD player, and maybe some cashier’s checks. Now? Just remember your smartphone!  This is an example of consolidation, but …

Read more “Here’s which Google AI developer tool to use for each situation”