Summary
João Tinôco is a Solutions Architect and machine learning specialist based in Brazil with over a decade of hands-on experience building production-grade data and ML platforms. He blends academic rigor—a MSc in Machine Learning and a BSc in Computer Engineering—with practical expertise in DataOps, MLOps and DevOps, having led SRE/CI/CD initiatives that supported dozens of pipelines concurrently. João has driven organizational change as a Data Science Coordinator, introducing software engineering standards for ML teams, authoring an alignment framework (PRISMA) that scaled across business units, and refactoring core platforms for maintainability and observability. Currently at AWS while teaching and consulting, he combines cloud architecture with classroom practice, mentoring engineers and shaping curricula. His background spans early-stage startups to enterprise-grade systems, and he’s known for moving teams from experimental notebooks to resilient Python services. A less obvious strength is his blend of product-alignment skills and academic research experience, enabling him to translate complex ML research into robust, business-impacting systems.
10 years of coding experience
13 years of employment as a software developer
Master's degree Machine Learning, Master's degree Machine Learning at Universidade de Pernambuco
English