In this talk, Chris will talk about traditional software development has a rich ecosystem of tools to help accelerate development and collaboration. ML workflows present a new set of challenges for engineers. This talk will explore the following challenges to the modern ML Workflow: Experiment Tracking, Infrastructure Management, CI/CD for probabilistic models, Production Monitoring, Data Engineering.
Chris previously co-founded CrowdFlower and was the technical product manager at Powerset, Inc., a natural language search technology company later acquired by Microsoft. Chris has worked as a studio artist, computer scientist, and web engineer, and pours his diverse background into his role as Chief Technology Officer.
Christ will be joined by Thomas Wollmann, VP of ML Engineering at Merantix Momentum for a Q&A session.