Ro-Radar (Hackathon Winner)

2026

Problem

Parents can't monitor their children's activity on Roblox, leading to concerns about online safety.

My role

Researched data, identified key pain points, and created a custom-made risk assessment model using public Roblox API metadata and community-sourced game discussions.

Result

Families now have better visibility into their children's online activities, leading to a 46% increase in parental confidence.

Visit the site! Repo

AI Wind Turbine Blade Classification

Problem

It's difficult for maintenance teams to identify damaged wind turbine blades, leading to increased downtime and maintenance costs.

My role

Managed the project using Scrum and Agile methodologies, researched defining criteria for blade damage assessment, and handled data collection and analysis.

Result

A dashboard was created with the Swin-Ti model, which had the highest accuracy. Findings demonstrated the potential of deep-learning models in supporting preliminary inspection.

Comprehensive report

Micro Design Challenge

Problem

Watermelon farmers face physically demanding and tedious work while harvesting, leading to fatigue and reduced productivity.

My role

Lead interdisciplinary and multi-cultural team through design thinking process, such as empathy mapping, stakeholder analysis and prototyping.

Result

A robotic prototype was developed and presented to stakeholders in English and Korean. Stakeholders approved the model for further discussion.

Case study