The Pattern Underneath The Problem
Spotting hidden patterns is a trained instinct. Mine was built at the Center for Accessibility and Inclusion Research (CAIR) Lab under Dr. Kristen Shinohara, researching how disabled people navigate systems that weren't built with them in mind through the lens of social accessibility. Knowing how to find that signal early is where research strategy actually starts.
Design for Social Accessibility Method Cards
Accessible technology often gets abandoned not because it fails functionally, but because using it in front of others feels awkward, unprofessional, or attention-drawing — a dimension most design processes have no way to surface. The DSA Method Cards, tested with professional designers and master's students in a user-centered design course, give teams a concrete method for confronting the social cost of a design before it ships.
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The Burden of Survival
Disabled doctoral students perform a second, invisible job to make their formal accommodations actually work: scripting their own tools, training their own readers, scheduling around interpreter shortages. They absorb it so completely they stop recognizing it as labor, and the institutions that created the gap get to believe their accommodations are working.
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Access Differential and Inequitable Access
Disabled doctoral students in computing don't measure inaccessibility against a standard; they measure it against what they watch their nondisabled peers do without thinking. Two failures the field lacked language for: the gap between disabled and nondisabled access, and the gap between receiving an accommodation and actually being able to use it.
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“Building an adaptive future through deliberate insights”
The Pattern Underneath The Problem
Spotting hidden patterns is a trained instinct. Mine was built at the Center for Accessibility and Inclusion Research (CAIR) Lab under Dr. Kristen Shinohara, researching how disabled people navigate systems that weren't built with them in mind through the lens of social accessibility. Knowing how to find that signal early is where research strategy actually starts.
Design for Social Accessibility Method Cards
ACM Transactions on Accessible Computing (TACCESS)
By reframing how the platform measured engagement, I surfaced an overlooked behavioral segment that redefined the organization's approach to retention and monetization. Scaled engagement 94% in 3 months.
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The Burden of Survival
ACM CHI
By reframing how the platform measured engagement, I surfaced an overlooked behavioral segment that redefined the organization's approach to retention and monetization. Scaled engagement 94% in 3 months.
Read Publication
Access Differential and Inequitable Access
ACM ASSETS
By reframing how the platform measured engagement, I surfaced an overlooked behavioral segment that redefined the organization's approach to retention and monetization. Scaled engagement 94% in 3 months.
Read Publication
“Building an adaptive future through deliberate insights”
The Pattern Underneath The Problem
Spotting hidden patterns is a trained instinct. Mine was built at the Center for Accessibility and Inclusion Research (CAIR) Lab under Dr. Kristen Shinohara, researching how disabled people navigate systems that weren't built with them in mind through the lens of social accessibility. Knowing how to find that signal early is where research strategy actually starts.
Research through Design
Inductive/Deductive Coding
Design for Social Accessibility Method Cards
ACM Transactions on Accessible Computing (TACCESS)
Accessible technology often gets abandoned not because it fails functionally, but because using it in front of others feels awkward, unprofessional, or attention-drawing — a dimension most design processes have no way to surface. The DSA Method Cards, tested with professional designers and master's students in a user-centered design course, give teams a concrete method for confronting the social cost of a design before it ships.
Read Publication
Honorable Mention, top 5%
Grounded Theory
The Burden of Survival
ACM CHI
Disabled doctoral students perform a second, invisible job to make their formal accommodations actually work: scripting their own tools, training their own readers, scheduling around interpreter shortages. They absorb it so completely they stop recognizing it as labor, and the institutions that created the gap get to believe their accommodations are working.
Read Publication
Semi-Structured Interviews
Thematic Analysis
Access Differential and Inequitable Access
ACM ASSETS
Disabled doctoral students in computing don't measure inaccessibility against a standard; they measure it against what they watch their nondisabled peers do without thinking. Two failures the field lacked language for: the gap between disabled and nondisabled access, and the gap between receiving an accommodation and actually being able to use it.
Read Publication
“Building an adaptive future through deliberate insights”