Christoph Molnar is a Munich-based statistician-turned-ML-author who turned a side project into the field's most-cited book on interpretable machine learning. Author of six books including the canonical 'Interpretable Machine Learning' (3rd ed., 2025), he runs the Mindful Modeler newsletter and consults on making black-box models explainable. With 16,000+ Google Scholar citations and a PhD from LMU Munich, he sits at the precise intersection where statistical rigor meets machine learning pragmatism.
Thorsten Ball is a German software engineer, author, and technical educator best known for his self-published books 'Writing an Interpreter in Go' and 'Writing a Compiler in Go', which have become go-to resources for developers wanting to understand programming language internals. With over two decades of professional software development experience, he currently works at Sourcegraph on Amp, an AI-powered coding agent. He also writes the weekly newsletter 'Register Spill', covering systems programming, developer tools, and the intersection of AI with software engineering.
Osman Ali Mian is an early-career AI researcher specializing in causal discovery and trustworthy machine learning. He completed his PhD magna cum laude at CISPA Helmholtz Center for Information Security (Saarland University, Germany) and is now a postdoctoral researcher at the Institute for Artificial Intelligence in Medicine (IKIM) in Essen. He has published at top-tier venues including AAAI, ICML, AISTATS, and KDD, and won an Outstanding Paper Award at AAAI 2026 — marking him as a rising star in causal ML.
SAP CRM, now branded as SAP Customer Experience (SAP CX), is the customer relationship management portfolio of SAP SE — Germany's largest software company and the world's leading enterprise application vendor. Founded in 1972, SAP CRM has evolved from an on-premise suite launched in 2000 into a comprehensive cloud-native platform encompassing Sales Cloud, Service Cloud, Marketing Cloud (Emarsys), Commerce Cloud, and Customer Data solutions. Serving 98 of the world's top 100 companies and over 425,000 customers globally, SAP CX differentiates itself through deep native integration with SAP ERP/S4HANA and AI capabilities via its Joule copilot, enabling end-to-end business process automation from back-office operations to customer-facing interactions.