Open Weights
A hands-on, six-knob mixing-board explainer that lets people train a tiny model in the browser and watch its weights settle.
Explore
Open weightsInteractive
Portfolio
A portfolio across AI, learning, and change.
I turn AI questions into understandable experiences, practical decisions, and workable approaches to adoption. Explore client case studies, tools and interactive explainers, AI learning and governance, and enterprise performance support.
Featured Case Studies
Practical AI strategy, enablement, and workflow design
Four case studies connecting business problems, design decisions, and responsible adoption.
Learning Intake Triage Workflow
A guided consultation that recommends a learning modality, confirms the request with the SME, and routes structured data to the instructional-design team.
Human confirmationGovernance
AI Academy
A layered learning strategy for Rakuten and Mattel that moves from shared responsible-AI foundations to advanced and role-specific application.
EnablementPlaybook
AI Suitability & Automation Prioritization
Two complementary tools that help teams assess whether AI fits a workflow, then compare suitable processes by value, readiness, adoption, and responsible use.
StrategyPrioritization
AI Organizational Readiness Tool
A research-informed, working assessment that helps organizations examine their readiness for agentic AI before they buy, pilot, or scale.
ReadinessAgentic AI
AI Tools & Interactive Explainers
Tools to explore, understand, and put AI to work
Independent tools and explainers built to answer real questions, alongside selected graduate projects.
Vinyl Curator Capstone
A customer-facing vinyl recommendation experience and owner intelligence dashboard, connected through a React interface, an Express server, and Firebase/Firestore. Explore how the front end and back end work together.
ReactFirestoreAI capstone
The AI Orchestra
An interactive explanation of multi-agent orchestration using a conductor-and-orchestra metaphor.
AgentsTeaching
Recruiter Scam Check
Built for my own job search. Paste a recruiter message and sender details to identify scam signals, understand the risk, and take safer next steps. It flags risk indicators rather than making a definitive fraud determination.
AI safetyRisk signals
Fact Checker Workflow
Submit an article URL to review selected factual claims, with source links, assessments, and caveats recorded in a shared spreadsheet for human review. Results may take up to two minutes.
n8nSource verificationHuman review
Musical Grammar Rectifier
A humorous n8n workflow that uses GPT-4o to grammatically rectify classic rock song titles through a pompous fictional curator.
n8nGPT-4o
Code Translator
An AI-powered tool that explains code or code changes for engineers, product managers, or executives. Built with a Python backend and JavaScript, CSS, and HTML for the interface and static pieces.
PythonJavaScriptHTML/CSS
Structured Prompt Tool
A practical tool for turning vague requests into better inputs, clearer context, and more useful AI output.
PromptingTool
AI Learning, Governance & Change
Building understanding and responsible adoption
Professional instruction, practical guidance, and learning experiences for using AI thoughtfully.
Change Management and Governance in AI Automations
Subject-matter expertise, authorship, and on-camera instruction for the Ziplines module that consistently receives the course's highest NPS scores.
GovernanceLearning
From Risk to Responsibility
A governance guide focused on moving organizations from abstract AI risk to clearer roles, decisions, and responsible-use practices.
GovernanceResponsible AI
Mission Possible: Responsible AI
A working three-mission experience I designed and built: learners investigate AI risk, select safeguards, revise weak responses, and justify accountable decisions.
GovernanceAdaptive support
Brain, Heart, and Courage: Critical Thinking with AI
A one-hour interactive session on using critical thinking with AI, wrapped in a Wizard of Oz theme with timed activities, reflection prompts, and a participant handout.
Sample materials
AI literacyConference
Positive Change Management for HR
A one-hour AI change management session for HR audiences, built around AI impact mapping, concerns-and-solutions activities, and practical adoption metrics.
Sample materials
ChangeHR
AI-Ready Recruiting Workshop
Recent instructor-led training for L&D recruiters learning how to recognize, interview for, and evaluate AI skills in candidate profiles.
Sample materials
RecruitingILT
AI Conference & Webinar Sessions
Selected talks and workshops on AI literacy, responsible adoption, learning, and organizational change.
SpeakingWorkshops
Learning Design & Performance Support
Learning, documentation, and support for real work
Selected enterprise standards, training, and point-of-need resources.
Training Style Guide & eLearning Guidelines
A coordinated pair of standards for consistent instructor-led, virtual, and eLearning materials across UPS GBS.
View the standards
UPS GBSStandards
UPS Call Center MyHR/Workday Training Module
A training module for call center employees learning how to complete a Workday process through the MyHR support environment.
TrainingWorkday
Oracle HCM & Learning Performance Support
Two point-of-need resources from separate Oracle projects, supporting talent-management and learning workflows.
View the samples
OraclePerformance support
Virtual Training Design & Production Support
Two complementary resources for live and recorded virtual learning: an LCA facilitation sample and a practical pre-recording checklist.
View the samples
VILTProduction support
Technical Writing & Editing
A curated, contract-ready collection of technical editing, manuals, software documentation, standards, job aids, and white papers.
EditingTechnical writing
Let’s talk about the work
From a useful idea to practical adoption.
Contact me about AI strategy, enablement, workflow design, or learning and change leadership.