Learning Architect

I architect learning
systems that scale.

Instructional design. AI integration. Learning operations. I design the strategy, build the tools, and lead the AI adoption that makes learning teams 60% more efficient — at the scale of the 1M+ licensed professionals Colibri serves annually.

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1M+

Licensed professionals reached

$200K+

Annual savings delivered

Enterprise AI copilot rollouts

Organizations I’ve worked with

Selected Work

Systems, Shipped

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Automation

TAGFORCE: The Automation Platform That Ended Manual Course Production

JavaScript + Python content-automation platform with SCORM/xAPI output — cut development time 60% and compressed multi-week build cycles into a weekly release cadence.

$200K+

Annual savings delivered

AI Integration

LLM Copilot Integration: AI Adoption Across Three Teams

Led platform selection, RAG architecture, prompt governance, and xAPI telemetry for enterprise copilots across Design, QA, and Data teams — the reference pattern reused for subsequent AI rollouts.

60%

Highest-team efficiency gain

Accessibility

WCAG 2.1 AAA Compliance Across 45+ Course Products

Framework, automated pre-checks, and team training that embedded accessibility into the build pipeline — structural, not bolted-on. AAA is one level above the AA standard most enterprise L&D programs aspire to.

45+

Courses AAA Compliant

Analytics

xAPI Instrumentation: From Completion Reports to Behavioral Signals

Statement schema, LRS integration, and executive dashboards — shifted reporting from Kirkpatrick L1 completions to L3-proxy behavioral data that leadership could act on.

Monthly → Live

Reporting cadence

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Beyond the Day Job