Delivering on the Promise of MLOps: A Recipe Exhibit of a Real-World Production Solution

In this talk, we will present the critical role of cross-functional partnerships in building production-grade systems. A formulaic approach will be presented to assess an organization's technical maturity, identify gaps, and provide solutions to improve deliverability. The discussion will center around the features of MLOps and how they can benefit Data Engineers, Data Scientists, Machine Learning Engineers, Business Stakeholders, and other relevant parties. Lastly, we will exhibit a real-world, single-platform, end-to-end solution that processes billions of data points and satisfies all stakeholders' requirements.