Ariadni Karolina Alexiou
Independent Consultant, UK
Well-rounded Python developer with over 5 years of experience in data science and web development teams. A believer in building things right, building the right things, and working in a sustainable way. That means caring about code quality and testing, releasing small and iterating, practicing open communication and always reflecting on processes.
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Data Science: Getting to Production
Data science teams can sometimes be stuck in the sandbox – smart mathematical algorithms and insightful reports that never make it into production. This talk will cover best practices to bridge this gap. Those are: setting up a data lake, building shared libraries, adding evaluation of data science algorithms to the CI/CD pipeline and hiring the right people in key roles.