Time, attention, and judgment are limited.
My work treats these as design constraints, not afterthoughts.
This portfolio highlights learning experiences designed to create clear starts, informed decisions, and confident action across nonprofit, compliance, skills training, and data-informed environments.
Across projects, the goal is consistent: reduce friction, protect cognitive effort, and support performance from the moment someone begins.
Throughline: Turning ambiguity into structured learning that people can act on.
Mentorship Onboarding
Where clarity begins.
A microlearning onboarding series that establishes expectations, communication norms, and escalation paths without increasing workload. Designed to support consistent decision-making from day one. → Explore Module
Tools: Articulate Rise • Google Workspace • Canva • WordPress
Jarvis
Human-in-the-loop research workflow.
A modular AI-assisted research system that supports evidence-based instructional design while preserving human judgment. Automates literature searches, flags relevance and drift, and produces auditable logs. → Read More
Tools: Make • Claude • Semantic Scholar • Structured Logging
Data Visualization for Decision-Making
Module currently under revision. Page available for preview.
Visibility that leads to informed choices.
Python-generated charts and guided interpretation that turn numbers into direction. Designed for teams with limited analytics capacity who need to align quickly around data-informed decisions. → View Project Page
Tools: Storyline • Python • Pandas • Matplotlib • CSV Workflow
APA 7.0 Micro-Module
Precision made usable.
A short, guided microlearning experience that reduces hesitation and speeds correct application of APA number formatting. Designed for clarity over memorization. → View Micro-Module
Tools: Instadoodle • Edpuzzle • Google Suite • SketchWow
Retail Animal Care Training
Clear guidance at the point of decision.
A scenario-based training module for retail associates that standardizes guinea pig care guidance and product recommendations. Designed to reduce misinformation, protect animal welfare, and support confident customer conversations. → Explore Module
Tools: Articulate Rise • Canva • SCORM-ready • Mobile-first design