2024-2025
UXR / UX Design Collection
This collection showcases selected UX research and design projects from my time at CMU, combining human-centered design, data-driven methods, and learning sciences. Each project reflects end-to-end design thinking, demonstrating my approach to translating insights into design outcomes.
Role
UX ResearcherUX Designer
Skills & Tools
FiamaA/B TestWireframesLearning SciencesPrototypingUser TestingData AnalysisPersonaAUIFeasibility assessment
Uber Ride Back feature (AUI)
100%
Design AI ProductAUIFeasibility assessmentIdeationJustification & AnalysisWireframe
SAV Rental Website Design process book
100%
mind mappersonasitemapwireframemockupsFigmaprototype
AI for Educators — Research-Driven Course Design
100%
Learning SciencesA/B TestData Analysis (Quantitative & Qualitative)Usability Testing & Feedback IterationCognitive Task Analysis (CTA)AI Literacy
EMBER: AI-IoT Wildfire Detection System
100%
Design AI ProductAI-IoTMatchmakingFeasibility assessmentIteration
E-Commerce Autofill AI
100%
Design AI ProductAI integrationMatchmakingFeasibility assessmentIteration
Research Methods
- • User interviews and contextual inquiry
- • Usability testing and heuristic evaluation
- • A/B testing and data analysis (quantitative & qualitative)
- • Cognitive Task Analysis (CTA)
- • First & secondary research
- • Affinity clustering
- • Persona development and journey mapping
- • Survey design and feedback iteration
Design Skills
- • Mind mapping and ideation
- • Wireframing and prototyping (Figma)
- • Information architecture and sitemap design
- • Mockups and high-fidelity design
- • Interaction design patterns
- • Sketching and functional cartography
- • Physical and mobile app prototypes
- • Design systems and documentation
- • AI product design and feasibility assessment
- • AI integration and matchmaking