Leading the end-to-end design and implementation of a functional web platform for utilizing big data. From analyzing initial datasets, defining data structures, to designing a workflow for uploading, exploring, and downloading visualizations.
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Product Designer
Front-End Developer
AI-Driven 0→1 Development
2 Trade Lab Data Researchers
Figma
Lovable
Claude
R Studio
Sep 2025 - Nov 2025
I established a fast feedback loop with researchers, I using AI prototyping with sample datasets to test visualizations. And Through continuous iteration, I refined both the UX and the visualization structure before scaling to full datasets.
Building a research ready tool
This project stretched me as both a designer and a systems thinker. I learned to turn large, complex datasets into clear, user-centered visualization flows and built an AI-supported workflow that helped me ideate and iterate faster.
A key takeaway was the power of “fake data first” prototyping. Using realistic sample data early revealed edge cases and sped up validation. The project ultimately produced a fully functional internal tool now used in real research, reinforcing the value of scalable design and designing with data from the start.
