Model Performance Management with Explainable AI

About the Authors

Amit Paka is the cofounder and CPO of Fiddler.ai, a mission-driven company with the goal to build trust into AI. Prior to founding Fiddler.ai, Amit led the shopping apps product team at Samsung and founded Parable, the Creative Photo Network, now part of the Samsung family. He also led PayPal’s consumer in-store mobile payments launching innovations like hardware beacon payments and has developed successful startup products, particularly in online advertising—paid search, contextual, ad exchange, and display advertising. Amit has passions for actualizing new concepts, building great teams, and pushing the envelope. He aims to leverage these skills to help define how AI can be fair, ethical, and responsible.

Krishna Gade is the cofounder and CEO of Fiddler.ai, a mission-driven company with the goal to build trust into AI. Prior to founding Fiddler.ai, Gade led the team that built Facebook’s explainability feature ‘Why am I seeing this?’. He’s an entrepreneur with a technical background with experience creating scalable platforms and expertise in converting data into intelligence. Having held senior engineering leadership roles at Facebook, Pinterest, Twitter, and Microsoft, he’s seen the effects that bias has on AI and machine learning decision making processes, and with Fiddler.ai his goal is to enable enterprises across the globe to solve this problem.

Danny Farah is a senior consultant based out of Toronto, Canada, and specializes in architecting DataOps and ...