Overview
Selected as one of 60 finalists from 5,341 participants and built Icon Spread Radar at the MUSINSA track's offline final
Selected as one of 60 finalists from 5,341 participants and built Icon Spread Radar at the MUSINSA track's offline final

Project Details
Selected as one of 60 finalists from 5,341 participants and built Icon Spread Radar at the MUSINSA track's offline final
Finalist Selection
Selected as one of 60 finalists from 5,341 participants and competed in the MUSINSA track's offline final
Preliminary Project
Built a Codex plugin that compares product registration data with test reports and routes ambiguous cases to human review
Final Challenge
Defined an emerging fashion signal as repeated reinterpretations of the same item-style pair across multiple accounts
Core Prototype
Built Icon Spread Radar to present design-review candidates, source evidence, and hold reasons to fashion MDs
Evidence Boundary
Kept manually sampled public X posts separate from synthetic fallback fixtures and attached source URLs and timestamps
Deterministic Verification
Implemented the runtime decision path with the Python standard library and verified normal and failure cases without an LLM call
Results
5,341
Total participants
60
Finalists
MUSINSA
Final track
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Legacy-compatible migration project that replaced the Django backend of an existing Flutter reading log app with Kotlin/Spring Boot