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Industry Portfolio

Most recent high-impact research that I've done with UX teams. More details about my work experience are available on my resume. You can also explore my academic projects. Feel free to connect if you'd like to talk more about anything listed here!


Requirements Discovery

Exploring user needs and pain points. Formulating actionable recommendations to guide the direction of future design work.

Qualitative methods:

user interviews, stakeholder interviews, journey mapping, cross-department focus groups, design studio workshops

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Persona Automation

Creating an automation module for processing user data and website metadata to thematically group insights and inform persona implementation.

Technical skills:

Python programming, data scraping, data standardization, natural language processing

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Usability Benchmarking

Assessing how iterative design updates influenced usability and SEO metrics over time.

Mixed methods:

task-based usability testing, metadata analysis, descriptive statistics, t-tests, ANOVA, chi-square tests, thematic analysis

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Improving Interdisciplinary Workflows

Investigating design, development, and product manager workflows to uncover challenges. Formulating recommendations for cross-functional improvement.

Qualitative methods:

stakeholder interviews, as-is scenario mapping, dot-voting, affinity diagramming, service blueprinting

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