Chris Simmerman

Practical machine learning • systems mindset • measurable impact

I build LLM/RAG applications and machine learning systems with a focus on end-user reliability, observability, and continuous improvement. I also apply data science to transportation and traffic problems, and explore research-style work (network analysis, historical text mining) where I turn complex data into clear narratives and actionable insights.