Roy van Santen
I'm a Software Engineer who gradually moved into the Machine Learning space. My passion is in building high quality and highly maintainable software systems. I put great effort in CI/CD, layered testing, monitoring/alerting and put special attention to communicating my ideas ensuring everyone is onboard.
To do this I like using RFC-like process using design docs that serves as documentation for designing software systems.
Sessions
Are you a machine learning practitioner struggling with designing, reasoning, and communicating about ML systems? Then this session is for you! With the industry moving towards end-to-end ML teams to enable them to implement MLOps practices, it is paramount for you to understand ML from a systems perspective. In this hands-on session, you will gain a thorough understanding of the technical intricacies of designing valuable, reliable and scalable ML systems.