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Selected Work

AI products, workflow systems, and education technology built for real users.

A collection of product systems, prototypes, research tools, and public-facing programs across AI, education, workflow automation, RAG, career navigation, and full-stack product development.

AI Products

Career navigation, advising, agents, and MVP systems

Education Systems

Virtual labs, workshops, curriculum tools, and pathways

Workflow Tools

Automation, dashboards, RAG, and operational systems

Public Work

Demos, fellowships, awards, and community programs

Featured Case Studies

Product systems with clear workflows, users, and outcomes.

Selected projects across AI product development, education technology, workflow automation, and retrieval-augmented systems.

Product-building approach
Product & Systems Work

AI, UX, startup, and full-stack product work.

Additional work across agentic AI, product design, founder projects, public demos, student tools, and career-readiness systems.

CellaNova Technologies2025

CellaNova Full-Stack Agentic AI Systems

Full-stack AI product engineering across agentic architectures, multi-agent workflows, prompt engineering, backend/frontend integration, and applied LLM systems.

Designed AI-powered products from scratch, engineered full-stack workflows, and shaped prompt/agent behavior design for real-world product use cases.
+40%
Prototype speed
+35%
AI quality
AI AgentsFull-StackProduct EngineeringLLMs
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First American Finance2025

First American Finance UI/UX Workflow Design

User experience and interface improvement work for real estate transaction technology, financial workflows, and stakeholder-driven product clarity.

Designed and optimized user experiences for real estate transaction platforms through stakeholder collaboration and workflow-focused interface work.
FinTech
Domain
UX
Focus
UXFinTechReal EstateWorkflow
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University of Arizona Department of Computer Science / CS Ambassadors2026

Digital Portfolio Workshop + Resume-to-Portfolio Workflow

A CS/AI Ambassador workshop helping students turn resumes, projects, and accomplishments into live professional portfolio sites.

Students customized portfolio templates, deployed live sites on GitHub Pages, and used a Custom GPT resume-to-portfolio workflow.
Live
Output
GPT
Workflow
Digital PortfolioCS AmbassadorsPersonal BrandingStudents
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KeyVoid / Startup Wildcats FORGE2019–2026

KeyVoid / FORGE Startup Residency

A founder story around purpose-driven career clarity, student support, venture building, funding, and the roots of Advisor AI / PathWise.

Built KeyVoid through FORGE and Shark Pit milestones; confirmed support includes FORGE SSR $4,000, SME Tucson Shark Pit $4,000, and $500 student milestone funding.
2nd
Shark Pit
$4K
SME Prize
StartupFounderEdTechCareer Clarity
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Independent / KeyVoid2024

Interview Simulation & Feedback Generation

An AI-powered interview practice tool using RAG and structured feedback to help students and job seekers practice with more realistic coaching loops.

Built an AI interview simulation tool with scenario-specific RAG responses and structured feedback generation.
RAG
Mode
Feedback
Output
Interview PrepRAGAI FeedbackCareer
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PathWise AI / AZ Tech Week / Tech Talent Summit 5.02026

PathWise AI Demo at AZ Tech Week Startup Pavilion

Live demo of PathWise AI at Tech Talent Summit 5.0 and Startup Pavilion during AZ Tech Week in Phoenix.

Presented PathWise AI publicly, opened free pilots, and gathered feedback from people across tech, business, startups, and student success.
Live Demo
Format
Pilots
Focus
PathWiseAZ Tech WeekStartup DemoEdTech
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SME Tucson Shark Pit Innovation Pitch Competition2025

Advisor AI / PathWise Shark Pit Pitch

A pitch for Advisor AI, the career and major recommender that evolved into PathWise, focused on student purpose, STEM pathways, and personalized roadmaps.

Won 2nd Place and $4,000 at the SME Tucson Shark Pit Innovation Pitch Competition.
2nd
Place
$4K
Prize
Advisor AIPathWisePitchFunding
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Leadership & Recognition

Programs, fellowships, and community work.

Selected recognition and leadership experiences connected to AI, education, workforce systems, mentorship, and student success.

Research & Creative Technology

Research, interface design, and early technical work.

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