Case Studies
The following projects highlight the core skills I apply while designing

How I collaborate across cross functional teams to build AI-powered financial tools
Designed end-to-end B2B2C lending tool for loan officers, established an agentic AI framework, created design system and documented financial concepts for future teams.


How I used mixed-methods research to help developers report accessibility test results 55% faster
Redesigned Microsoft’s tool by improving its information architecture, hierarchy and navigation, and presented learnings at the John Slatin AccessU 2024 Conference.


How play and co-design workshops shaped the design of AI-powered reading comprehension tool
Crafted a narrative-driven, game-based learning tool for middle school students, validated designs with Howard School and currently in MVP development
Publications
Aging is an area I care deeply about. The following research allowed me to uncover current gaps:
Voice-Based Interaction for Aging Population
Conducted a systematic review of 50+ voice-interaction studies for older adults, uncovering design gaps around trust, speech recognition, and proposing principles to make voice interaction more inclusive and reliable.
Read on IEEE Xplore ↗︎
Financial Capacity Challenges for Older Adults
Conducted an archival analysis of the TechSAge ACCESS study, examining financial capacity challenges among 103 older adults with vision impairment and outlining strategies to enhance accessibility and autonomy in digital finance.
Email for Copy↗︎



