Spark ideas.
Map logic.
Build the blueprint.
I turn ideas, workflows, and system questions into clear blueprints, user flows, and logic so every piece has a purpose.
ABOUT
I shape ideas into structure
and flow.
I work with early ideas, workflows, user needs, and system questions, then organize them into clearer logic and structure. My work starts with understanding how people move through information, where things break down, and what needs to connect.
My background brings together IT systems support, UX research, applied data analysis, AI evaluation, documentation, and structured evaluation. That mix taught me how to investigate what is not working, find patterns, document the logic, and build structure people can use.
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I map ideas into flows, rules, decisions, and outputs so the structure makes sense before anything gets built.
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My IT background taught me how to investigate issues, trace patterns, and understand how people move through tools and workflows.
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I use clear criteria, documentation, data-informed analysis, and AI-assisted evaluation to review patterns and keep decisions consistent.
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I look at user needs, behavior, friction points, and decision paths to understand what people need from the experience.
SELECTED WORK
Projects That Show the Logic
A closer look at the UX, data, systems, and behavioral thinking behind the work.
GameRx: Your Digital Dose
Turned player review language into emotional signals and built recommendation logic around four structured relief pathways.
Reproductive Pressure Analysis
Explored fertility, policy, and family-support data to uncover patterns in how support systems are structured across countries.
Instacart Basket Analysis
Uncovered shopping patterns, loyalty trends, customer segments, and ordering behaviors across more than 3 million grocery orders.
NSA Redesign
Restructured navigation and user pathways to make Student Internship information and application routes easier to find and move through.
HOW I WORK
Structure first. Build second.
01
Research & Listen
I start by understanding the people, goals, friction points, and information shaping the work.
02
Map the System
I organize the moving parts: user flows, decision points, content, rules, and what needs to connect.
03
Build & Test
I turn the structure into screens, workflows, logic, or outputs, then test what works and what needs adjusting.
04
Document & Refine
I document the logic, organize what was built, and refine what still needs improvement.
Something stuck, messy, or still taking shape?
Whether you are trying to resolve a problem, improve something that already exists, or figure out what to do with an idea, start with what is going on.