brain.log logo

Problem Solver | Connector | Poet

Imagination to Reality!

How do you connect with the world?

For me, I connect through writing in the language of computers. I aim to use technology to redefine how we perceive ourselves and our relationships in a digital world.

My research interest is in
    Technical Domains
  • Generative AI
  • Physiological Signal Analysis
  • Human-AI Interaction
    • Focus Areas
  • Cognitive Function
  • Communication
  • Inclusive Technology

Ticket to the future!

My Work and Next Steps

Image Generation with Partial Observations
ON GOING
#Computer Vision #Latent Diffusion Model #Hierarchical VAE #Generative AI
In this project, we propose a method to generate images given text and a partially observed image using a pre-trained diffusion model and hierarchical VAE.
demo
VAE-GRU
#VAE #Generative AI #GRU
In this project, we propose using Variational Autoencoders (VAE) and Gated Recurrent Units (GRU) to capture the essence of music compositions, including notes and instruments. This approach aims to generate music in different styles while preserving the essence of the original compositions.
demo code report
AI Speech Therapy for Cleft Patient
Phase1 Completed
#Machine learning #LSTM
This project focuses on developing a tool to provide cleft patients with accurate feedback on their speech quality, specifically by measuring hypernasality.
code is not open to public

Next Steps

Turning into reality, the possibilities we once only imagined.

AI-Generated Sign Language Storytelling
FUTURE
#GenAI #Human-AI Interaction #Physiological Signal Analysis
AI-Guided Meditation
FUTURE
#GenAI #Human-AI Interaction #Physiological Signal Analysis
AI-Guided Team Sport
FUTURE
#GenAI #Human-AI Interaction #Physiological Signal Analysis

Past Experiences

I'm like an otter—I question things others might overlook and keep at it until I find a solution. This approach has been key to how I handle tasks and responsibilities in my work.

Research Experience

University of California, Irvine

June.2024 - Current

Gurum Networks Inc.

Sep.2015 - Dev.2016

Work Experience

TossPayments

Nov.2021 - Aug.2022

SK Inc.

Jan.2018 - Nov.2021

Other Projects

Some other projects on machine learning, data analysis, and web application.

Solving Handwritten Mathematical Equations
#Convolution Neural Networks #Image Segmentation
This project aims to digitize handwritten mathematical equations and solve them. The model will take an image of a handwritten expression, segment it into individual symbols, and evaluate the resulting mathematical expression.
code report
Bayesian Inference on Sleep Quality
#R #Bayesian
Sleep problems are on the rise, costing $94.9 billion annually. Research shows that stress disrupts sleep by affecting brain activity. Since stress can manifest in various forms, it is important to better understand its effects on sleep. This study explores how stress impacts sleep quality across different occupations.
code report
Chrome extention for Web Deco
#ChromeExtention #JavaScript #HTML #CSS
I'm a huge fan of the Korean dance group Prowdmon. This project is a Chrome extension that lets users customize their browser’s new tab with Prowdmon-themed content. This extension is my way of supporting Prowdmon and encouraging others to keep pursuing their passions.
code download

Skills

Skills & Attributes

Skills

AI | ML | Generative AI 90%
Python | PyTorch 95%
SQL | PSQL | CSQL 90%
Statistics 90%
Kubernetes | AWS | VMWare ESX 90%
Linux | Network 89%
Java| HTML | JavaScript | CSS 85%
Tools
  • R Studio
  • Git
  • Grafana | Prometheus
  • Kafka | ELK
  • Jenkins | ArgoCD | GoCD
Soft Skills
  • Communication
  • Self-motivated Team Player

Hobbies

These are the things I enjoy doing in my free time.

Hobby

Writing Poem

Hobby

Running

Hobby

Reading

Hobby

Traveling

Let's talk

Feel free to contact me. 😄