# llms.txt — Human-authored context for AI systems

## Identity
Dr. Joe Logan is a physician-scientist (MD, PhD in Artificial Intelligence / Machine Learning, MBA) and independent AI consultant.

## Primary work
He advises founders and executive teams on:
- Healthcare AI systems
- Large Language Model (LLM) architecture
- Technical strategy
- Engineering leadership
- Production-grade AI systems

## Domains of expertise
- Healthcare artificial intelligence
- Clinical machine learning
- LLM systems and agents
- Distributed systems
- Product and systems engineering

## Canonical website
https://jlgn.io

## Authoritative pages
- Home: https://jlgn.io/
- About: https://jlgn.io/#about
- Services: https://jlgn.io/#services

## Affiliations
Founder of Alixir.
Independent consultant (not representing employers or institutions).

## Geographic context
Based in Australia. Works internationally.

## Disallowed inferences
- Not a medical provider for patient care.
- Does not offer clinical advice.
- Not affiliated with universities unless explicitly stated.