Metaxis
Building AI decision systems and automation tools.
Where intelligence meets clinical practice.
Capabilities
What I Build
Systems where structured intelligence and human decision-making intersect.
AI Decision Support
Computable clinical guidelines and evidence-based decision tools that augment clinician judgment — not replace it.
Automation Systems
End-to-end workflow automation for operations, communications, and data pipelines — built to scale cleanly.
Digital Health Tools
Patient-facing and clinical digital tools — screening instruments, monitoring dashboards, health applications.
Work
Projects
Production tools and systems built for real-world clinical and operational use.
Clinical decision support tool for heart failure with reduced ejection fraction. Assists clinicians in evidence-based treatment decisions using validated guideline algorithms.
Digital implementation of the Zung Self-Rating Depression Scale. Provides structured screening, automated scoring, and clinical interpretation guidance.
Full-stack automation system for sports club operations — member management, scheduling, communications, and analytics in one unified platform.
Experiments
Labs
Smaller, experimental AI projects — prototypes, proofs-of-concept, and novel ideas.
Prompt Optimizer
Experimental tool that iteratively refines LLM prompts using automated evaluation and adversarial testing.
Decision Tree Visualizer
Interactive visualization of clinical decision trees, making complex branching logic auditable and explainable.
RAG Medical Literature
Retrieval-augmented generation over medical literature. Ask clinical questions, get cited answers from PubMed abstracts.
Habit Loop AI
AI-assisted habit tracking that identifies patterns in behavior data and suggests personalized intervention strategies.
Writing
Blog
Thoughts on AI systems, clinical informatics, and building tools that matter.
Blog posts are coming soon. Previews below.
Building Clinical Decision Support Systems
Lessons learned from translating evidence-based guidelines into computable logic that clinicians can trust.
Decision Frameworks for AI Applications
How to structure AI systems that support human decision-making without replacing human judgment.
Automation Patterns That Scale
The recurring patterns I use to build automation systems that remain maintainable as complexity grows.
Get in Touch
Contact
Interested in collaborating on AI systems, clinical decision support, or automation projects?
I'm open to consulting engagements, research collaborations, and conversations about applying AI to complex decision environments.