Federated Learning (2023)

Implemented a federated learning approach that combines personalized models for each client with a generalized global model, optimizing hyperparameters and achieving better performance than individually tuned FedAvg and FedProx.

Report

Wearable Personal Stress Tracker for Blind and Low Vision People (2022)

Developed an accessible wearable personal stress tracker for blind and low vision people, using a glove-based wearable device with galvanic skin response and haptic motor sensors.

Demo

Multi-modal Annotation App (2022)

Built an annotation app for stroke patients that is a multi-modal self-tracking application.

Demo

VR Museum (2021)

Developed a virtual museum featuring spatial audio feedback and interactable 3D objects.

Demo

Mixed Reality Newspaper (2021)

Implemented a MR newspaper using Microsoft Hololens to allow seniors to read digital news on an analog newspaper in real time. The advantages of physical newspapers (natural tangibility and inherent physical flexibility) and digital newspapers (allow users to view dynamic multimedia content) were combined.

Demo

NLP Project (2020)

Improved the full-text corpus of Genomics & Informatics by semi-automatically detecting and correcting PDF-to-text conversion errors and optical character recognition errors.

Paper

Developing Low Level Ray Tracer (2019)

Designed and implemented a ray tracer using OpenGL and C++. Won first place in the final project.

Report

Project Achat with IBM Korea (2018)

Designed and implemented Achat, a schedule management system that systematically manages users' schedules, which won the IBM CEO Award and was presented as a poster at Hanium 2018.

Demo

Development: VR Applications

⚙️ Work In Progress...

Development: Android Applications

⚙️ Work In Progress...

Development: Web Applications

⚙️ Work In Progress...