SCOUT Omega
Course QA Pipeline
Automates first-pass quality audits and surfaces remediation needs.
Measured
56.4 min
Mean assisted human review per course across 42 timed reviews.
- Python
- Canvas API
- Airtable
- Railway
Work
Systems and Solutions
ASU Canvas Builder
AI Course Authoring System
Draft and transform learning materials into Canvas-ready courses with WCAG 2.1 AA and ASU Design standards embedded.
Self-reported
35+ onboarded
Instructional designers onboarded; 18 report active use in a team poll.
- Python
- Claude
- Canvas
Project TIES
Automated training evaluation reporting and L&D data analysis system.
Measured
44.49% to 69.17%
Survey participation after 5 months in production, a 55% increase.
- Python
- Slack
- Asana
Accessibility Linter Extension
I extended an alt-text experiment into page-level accessibility checks.
Result
Handed off
I donated the code to another high-impact project.
- Chrome Extension
- axe-core
- FastAPI
- Gemini
Canvas Course Authoring Workbench
I built a safer authoring environment after editing live Canvas courses myself.
Result
Merged
Its successor, ID Workbench, was merged into the AI Course Authoring System.
- FastAPI
- React
- TipTap
- Claude
Learning Experiences
The Trainer Experience Series
An AI-supported de-escalation simulation where trainers practice a difficult conversation.
Result
Rated 4 out of 5 by the leaders and trainers who used it. A live AI employee pushes back, and the learner passes only after meeting all four de-escalation criteria.
- Storyline 360
- JavaScript
- Cloudflare
- Gemini
Prompt Dojo
Prompt practice with live grading across five dials, built as the practice half of the prompt engineering pair.
Result
Optional practice, rated 5 out of 5 by the associates who signed up for it. Learners draft a prompt and a live model grades it, rewarding iteration.
- JavaScript
- Cloudflare
- Gemini
Handling Difficult Conversations
A branching leadership scenario with ten endings, so managers feel the consequence of a call.
Result
Eleven of 12 managers reported confidence applying what they learned, and all of them said they enjoyed it and wanted to repeat it.
- Storyline 360
- JavaScript
- AWS S3
AI Fundamentals
One tight module taking a beginner from AI terms to functional prompt engineering, scoped to a single outcome.
Result
Post-survey, 80% strongly agreed they understood how AI works and felt more confident using it at work.
- Rise 360
- AWS S3
Course Collaborations at Arizona State University
MUS 354: The Beatles
With Dr. Christi Jay Wells, consulted 1:1 in an assessment redesign workshop to rework Module 1 and 2 assessments with evidence-based AI-resistant prompting.
IAL 598: The U.S. Intelligence Community in Practice
With Anthony Hale, retired Deputy Chief of Staff for Intelligence, built an AI-forward intelligence elective.
AI and the Law
With Sean Harrington, Director of the AI and Legal Tech Studio at the Sandra Day O'Connor College of Law, built an AI-forward tech application course.
STP 530: Applied Regression Analysis
With Dr. Yi Zheng, Associate Professor in the School of Mathematical and Statistical Sciences, built a project-based online course using statistics and R.