Summary
Matthew Carlson is a senior software engineer and engineering leader with 17 years of experience building ML-enabled production systems, data pipelines, and microservices across industries from retail to satellites and financial services. He has led teams and platforms—designing a Kubernetes/GitOps experimentation and rollout platform, refactoring models for ONNX and quantized inference, and delivering a custom feature store and ML microservices for Fortune 50 clients. Comfortable spanning architecture, hands-on development (notably Python, Kubernetes, and AWS), and hiring/strategy, he focuses on pragmatic, production-ready ML deployments. Colleagues rely on his blend of software engineering best practices and pragmatic ML ops experience to turn research prototypes into scalable, ethical products.
17 years of coding experience
24 years of employment as a software developer
Bachelor of Arts (B.A.), Bachelor of Arts (B.A.) at Carleton College