AI-powered idea validation for early-stage founders. Architected an 8-agent analysis system with a prompt engineering overlay. Three-tier SaaS serving both founders (decision tool) and investors (discovery surface).

AI agent that scans Facebook Marketplace, OfferUp, and Craigslist using GPT-4o Vision + Playwright. Cross-checks eBay prices and notifies users of underpriced deals. Users choose their automation level — alerts only, drafted messages, or fully automated.

Welfare discovery platform bridging Korea's aging population and their adult children. Led a team of 6 through user research with elderly users and their children. Voice-guided interface with family-context AI recommendations.

Global platform for migrant worker rights, career mobility, and employer communication. Five-module architecture combining AI personalization and blockchain verification. Authored a 16-page proposal and designed 8+ prototype screens solo. 2nd Place, 2025 Global Co-Prosperity Academic Conference.

Led a full redesign of the Kookmin University Newspaper website as Editor-in-Chief. Restructured information architecture, modernized the visual system, and rebuilt navigation around how readers actually browsed articles. Website traffic grew 40%+ within a semester.

Planned and scripted Instagram Reels and feed content for @kmu_bizon as Editor-in-Chief, then partnered with the design team to bring each piece to life. Defined topic angles, narrative beats, and the visual tone before handoff. Instagram followers grew 1.5× within a semester.

Concept proposal for an AI-powered pet insurance platform matching users with plans based on wearable health data. Combined collaborative and content-based filtering for personalization. 2nd Place, 2023 Kookmin MIS × Finance Academic Conference.