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Rafael S.
Especialista Mlops @Ipiranga
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WORK HISTORY
Especialista Mlops @Ipiranga
Sao Paulo, BR
EDUCATION
Universidade Estadual de Campinas
Mestrado em Física, Caos quântico
Universidade Estadual de Campinas
Bacharelado em Física, Sistemas Dinâmicos.
Universidade Estadual de Campinas
Doctor of Science, Synchronization on complex networks
ABOUT RAFAEL S.
Ph.D. Physicist → Data Scientist → ML Platform EngineerAs a Ph.D. physicist specializing in numerical simulations, I transitioned into data science, where I discovered my passion for building machine learning platforms. Today, I focus on designing scalable, efficient ML infrastructure to accelerate model deployment and improve data scientists\' productivity.What I Bring to the Table: ML Platform Development – Building tools for model training, deployment, and monitoring (MLOps). High-Performance Computing – Leveraging my physics background in optimized numerical algorithms and distributed systems. Cloud & DevOps – Experience with AWS/GCP, Kubernetes, Docker, CI/CD pipelines. Product & UX Mindset – Strong focus on developer experience (DX)—listening to data scientists to build platforms they love.Why I Love Platform Engineering:Platform building sits at the intersection of software engineering, product thinking, and machine learning. My goal is to eliminate friction—whether it’s speeding up training pipelines, simplifying model deployment, or improving observability.(deepseek helped me write this section)
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