About Yangming Li

Yangming Li is an AI Engineer and Product Builder focused on applied AI systems for real-world workflows. The site highlights work and notes across LLM systems, statistical machine learning, data engineering, data products, and experiment infrastructure for healthcare, finance, and enterprise teams.

Focus Areas

• LLM systems, copilots, retrieval workflows, and document automation.
• Statistical ML, NLP, topic modeling, and trustworthy machine learning.
• Data products, analytics workflows, and decision-support systems.
• MLOps, experiment infrastructure, A/B testing, and production delivery.

Start Here

Explore the projects page for selected work themes, the blog index for technical writing, or the resume page for a concise professional overview.