Steering a Large-Scale Data Migration // Michelle Marie Conway // MLOps Podcast Coffee #176 clip

MLOps Coffee Sessions #177 with Michelle Marie Conway, Harnessing MLOps in Finance: Bringing Statistical Models to Life for Positive Impact, co-hosted by Stephen Batifol.

Michelle dives into the challenges they faced in migrating their data from on-premises to Google Cloud. She discusses how they approach the process in small, controlled releases to ensure security and sustainability. With an ambitious budget of 3 billion, Michelle and her team tackle the task of steering a massive ship, with 70,000 colleagues spread across …

challenges clip cloud coffee data data migration finance google google cloud impact life migration mlops on-premises podcast positive scale statistical