Overview This post summarizes the user journey for leveraging the ML-Ops framework within SageMaker Studio. The framework is built on the AWS sample project MLOPS-SM-PROJECT-TEMPLATE-RT. The solution architecture is illustrated below: This sample project features a self-mutating CDK pipeline (shown below) that deploys a Service Catalog application to the client’s account. The Service Catalog provides…
Month: June 2025
About Me
I’m Pluto Gasanova — a Machine Learning & MLOps Engineer who thrives on big challenges and bold goals. By day, I architect end-to-end AI systems in the cloud; by choice, I push my limits in Ironman triathlons and ultra-endurance cycling. In tech, I’ve built scalable ML frameworks on AWS that take models from concept to…
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Got a question about AI, MLOps, machine learning, or LLMs? Curious about triathlons, endurance racing, or training tips? Or maybe you just want to say hi — I’d love to hear from you! Drop me a message via: Email: pgasanova@gmail.comLinkedIn: https://www.linkedin.com/in/pgasanova/ Or use the form below to reach out directly. I promise to get back…