Lightweight CNNs for Musculoskeletal X-ray Classification
Custom, sub-2M-parameter CNN architectures for classifying musculoskeletal radiographs, built to match larger models on agreement while staying deployable on limited hardware.
Charles L. Green
Software engineer working on AI systems, data platforms, and real-world deployment.
I'm a Forward Deployed Software Engineer at Palantir, building software for mission-critical customer problems using modern engineering, data platforms, and AI-enabled tooling. Before that, I spent six years at Northrop Grumman across software engineering, data platforms, and enterprise AI, most recently leading strategy for an enterprise AI registry. I'm completing an M.S. in Computer Science with a specialization in Machine Learning at Georgia Tech, expected December 2026.
I write about production AI systems, software and data platforms, and what it actually takes to deploy this work responsibly.