Abstract: Hydrosphere.io is the first opensource platform for Data Science Management automation. It delivers reliability, scalability and observability for machine learning and AI applications in production.
Hydrosphere.io automates deployment and serving ML models, monitoring and profiling of production traffic, monitoring of models performance, data subsampling and model retraining.
The platform makes more Data Science and less data plumbing and tinkering happen.
Bio: Stepan Pushkarev is a CTO of Hydrosphere.io. His background is in engineering of data platforms. He spent last couple of years building continuous delivery and monitoring tools for machine learning applications as well as designing streaming data platforms. He works closely with data scientists to make them productive and successful in their daily operations.