Context

School Districts in US faced severe math learning loss post-COVID. Traditional LMS platforms lacked real-time adaptability, leaving teachers overwhelmed and students underserved.

My Role

Sole Principal UX Architect, leading human–AI collaboration design across:

• No-Code Studio for teacher-created AI lessons
• AI Tutor Agent for adaptive student feedback
• Classroom Backpacks & Teacher Command Center for real-time insight
• Multi-agent design system to orchestrate Tutor, Evaluator, and Recommender agents

Timeline

2021 – 2024 | Multi-year initiative with district deployments (e.g., DeSoto ISD).

Highlights

• Designed the first No-Code AI Lesson Studio for teachers.
• Created adaptive tutoring workflows for real-time support.
• Scaled lessons from classroom pilots to thousands of students.
• Built AI dashboards surfacing insights for timely interventions.
  
  

Impact

• 2.5x–7x gains in math proficiency in pilot districts.
• 30% less teacher workload on grading and feedback.
• District-wide adoption, recognized as first U.S. AI OS for education.
• Featured on NBC DFW’s Carter in the Classroom segment.
• Equitable reach: underserved students received on-demand tutoring support.

Challenge

Endeavor Business Media, one of the largest B2B publishing platforms in the U.S., needed a unified design system to scale consistently across 80+ brands. Each property had fragmented UI patterns, high design debt, and redundant dev cycles — slowing launches and weakening brand trust.

My Role
As Principal UX Designer at Precious, I led end-to-end UX strategy and design system creation, including:

• Conducting UI audits across 80+ publication assets
• Architecting a scalable modular design system for content-heavy experiences
• Partnering with engineers to ensure component adoption and governance
• Driving cross-functional alignment with editorial, product, and tech teams
  
  

Timeline

2022 – 2023 | Multi-brand rollout

Highlights

• Designed a centralized design system powering all brand sites
• Reduced design & dev cycles with reusable UI kits and templates
• Delivered accessibility-compliant patterns aligned with WCAG standards
• Built governance processes to maintain quality across distributed teams
• Improved editorial workflows by aligning templates with content strategy
  
  

Impact

• 35% faster time-to-market for new site launches and redesigns
• Reduced design debt across 80+ brand properties
• Higher brand consistency, strengthening audience trust
• Improved collaboration between editorial, design, and dev teams

Challenge

Lumin Fitness aimed to reinvent the gym experience by blending AI, motion tracking, and immersive workouts. The challenge was to design an intuitive platform that combined in-studio smart mirrors, personalized training plans, and a companion mobile app — all while ensuring adoption by both fitness enthusiasts and first-time users.

My Role

As Principal UX Architect, I shaped the end-to-end member and trainer experience, including:

• Designing the AI-driven training interface on smart mirrors
• Creating the mobile companion app for members to track progress and book sessions
• Building trainer dashboards to monitor performance and deliver personalized interventions
• Establishing the design system for unified brand and product experience across touchpoints
  
  

Timeline

2022 – 2023 | From concept to pilot deployment

Highlights

• Designed real-time motion tracking UX for workouts, providing immediate corrective feedback
• Built gamified fitness journeys with badges, leaderboards, and adaptive difficulty
• Streamlined onboarding and membership flows, reducing sign-up friction
• Designed AI insights dashboards for trainers to customize plans per individual goals
  
  

Impact

• Increased member engagement with 70%+ retention after first 3 months
• Boosted trainer efficiency by reducing workout monitoring workload by 40%
• Successfully piloted in U.S. gyms, driving early adoption from both users and trainers
• Recognized as one of the first AI-enhanced fitness platforms in its category