Portfolio

James Mitchell

Human-computer interaction researcher, UX engineer, and software developer specialising in human-centered AI, UX research methods, technical UX, implementation, and web-based LLM prototypes.

CU Anschutz · Department of Biomedical Informatics

Selected work

Bedside Clinical Guidelines

Bedside Clinical Guidelines

A five-study UCD programme from ward observation to a deployed iOS clinical app, producing 15 peer-reviewed design recommendations.

iOS UCD · NHS deployment 5 papers
ClarifAI

ClarifAI

A four-module LLM pipeline that turns vague survey and open-text feedback into structured, actionable research data at the point of collection.

Multi-agent LLM AOFG framework Feedback quality
PLACID

PLACID

Privacy-preserving language models for acronym disambiguation in clinical notes.

On-prem LLM Clinical NLP
MedWatch

MedWatch

Web-based remote monitoring for post-operative home recovery.

Web app Triage dashboard
Iris

Iris

Ten specialist AI agents evaluating a UI in parallel, each grounded in a distinct HCI framework.

Agentic AI 10 frameworks
Book cover for Famous by Blake Crouch

Reading

Famous

Blake Crouch

Book cover for The Anxious Generation by Jonathan Haidt

Previous

The Anxious Generation

Jonathan Haidt

Album artwork for Stay Awhile by Ryan Star

Listening

Stay Awhile

Ryan Star

Album artwork for Summer Anthem by Goo Goo Dolls

Previous

Summer Anthem

Goo Goo Dolls

Poster for Star Trek: Picard

Watching

Star Trek: Picard

The final season

Poster for Good Night Oppy

Previous

Good Night Oppy

Ryan White