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Month: May 2025

MLOps Orchestrator with AWS Sagemaker AI

Posted on May 23, 2025November 30, 2025 by pluto gasanova

Overview The AWS Sagemaker AI framework uses CodePipeline as the workflow orchestrator. It manages tasks such as building, deploying, testing, preparing data, training models, running inferences, and evaluating results. We define this pipeline using Python CDK in a CloudFormation template, and it operates within the same AWS account. The above diagram illustrates the following sequence:1….

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Hiking to Snowdon Summit – Spring 2025

Posted on May 15, 2025August 16, 2025 by pluto gasanova

Last spring, I set out on an unforgettable journey to the summit of Snowdon, the highest peak in Wales, starting from the village of Llanberis. I wasn’t alone on this adventure—two Argentinian friends, both seasoned hikers from near the Andes, joined me. Their experience with rugged, high-altitude treks added a special energy to the day….

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Recent Posts

  • Building RAG Machine Learning Template on AWS
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