Principal AI Scientist at Fiddler AI

We learned that the actual need in the enterprise extends beyond the explainability of the AI decisions to the broader story of operational consistency and risk management. So, our focus shifted from a purely technical perspective to one that encompasses standardization, centralization, and compliance. After companies deploy their models into the real world, they require extensive measurement and performance tracking to ensure that things are working as intended.

LinkedIn: joshua-rubin

Joshua Rubin is the Principal AI Scientist at Fiddler AI with a PhD in Physics from the University of Illinois. As a scientist and machine learning practitioner, he applies his expertise to algorithm and product design, specializing in model explainability, semantic drift in unstructured data, and model-based evaluation for workflows involving large language models. Rubin champions clear, explainable AI, integrating this ethos into Fiddler’s strategy...