Max Hoffmann
Senior Ai Engineer @Juna Ai
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WORK HISTORY
Senior Ai Engineer @Juna Ai
Berlin, DE
EDUCATION
Freie Universität Berlin
Master’s Degree, Physics w/ Computer Science orientation
Technical University of Munich
Ph.D., Computational Surface Physics and Chemistry
Fritz-Haber-Institut der Max-Planck-Gesellschaft
Diploma thesis, Physics
UC Santa Barbara
exchange year, Condensed Matter Physics, Quantum Many Body Physics
SKILLS
ABOUT MAX HOFFMANN
Pioneering data scientist and ML engineer specializing in safety verification for autonomous systems with extensive experience bridging fundamental research and industrial applications. I excel at developing explainable ML models and scenario-based evaluation frameworks that benchmark autonomous systems against human performance.At Apple\'s Special Projects Group, I led efforts to transform years of historical data into predictive models for critical testing scenarios, significantly improving safety validation processes. Previously at Stanford\'s SUNCAT Institute, I spearheaded the development of a groundbreaking research database platform that accelerated materials discovery through computational methods.Technical expertise includes: Python (10+ years), SQL, JavaScript, ML modeling, safety standards (ISO 26262, ISO 21448, ISO 34502), microservices architecture, and full-stack development (React, Node.js, Flask, PostgreSQL, Protobuf). My unique background in computational physics enables me to apply rigorous scientific methods to complex data challenges.Passionate about creating robust, explainable AI systems that operate safely in the real world while pushing the boundaries of what\'s possible through data-driven innovation.
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