Miles Hutson is a Senior Software Engineer with 11 years of experience applying machine learning to challenging problems like simulation, scene understanding, and behavior prediction. Based in Mountain View, he currently advances foundational ML models and evaluation methods for construction zone understanding at Waymo, having previously led model development and deployment for Google's DermAssist product. His work spans research-to-production pipelines, model distillation, novel loss and architecture tweaks, and improved performance metrics for differential diagnoses. A Stanford AI certificate holder with a strong CS background from UT Austin, he blends rigorous academic training with hands-on product impact—evidenced by CE-marked clinical software and mobile on-device inference projects. Notably, he pairs ablation-driven model simplification with practical monitoring systems to reduce resource use while preserving real-world performance.
11 years of coding experience
7 years of employment as a software developer
Bachelor's Degree, Computer Science, 3.87, Bachelor's Degree, Computer Science, 3.87 at The University of Texas at Austin
Plano Senior High School
AI Certificate, Computer Science, 4.0, AI Certificate, Computer Science, 4.0 at Stanford University
Contributions:271 commits, 2 PRs, 258 pushes in 3 months
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