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Daniel Pumford

@danielpumford

Message

I build HIPAA-compliant AI, LLM, and MLOps platforms for healthcare and enterprise workflows.

United States

Message

What I'm looking for

I'm looking to lead hands-on AI/ML delivery for secure, production-scale products, especially where LLMs, MLOps, and responsible AI can improve complex enterprise workflows.

At Central Ohio Primary Care, I lead AI engineering for a HIPAA-regulated population health and care coordination platform. I build Azure AI, Azure OpenAI, RAG, clinical NLP, and MLOps solutions that support risk modeling, clinical decision support, care-gap detection, and revenue cycle automation.

Previously, I delivered machine learning and analytics platforms for financial services and Python automation services for insurance operations. I bring 10+ years of software engineering and 5+ years of production AI/ML delivery, with a focus on secure, observable systems that integrate into real enterprise workflows.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Central Ohio Primary Care

Jan 2020 - Present (6 years 9 months)

Designed and delivered production-grade AI/ML solutions for a HIPAA-regulated population health platform, including RAG pipelines, LLM fine-tuning, and MLOps infrastructure. Integrated AI into .NET/C# applications and established monitoring for drift and bias.