I automate what others avoid.

I study Business Management and Computer Science at Yeongnam University in South Korea. My mission is to empower small businesses by automating their repetitive processes so they can focus on their main business and creativity.

Explore UXO Studio Contact Me

UXO Studio

UXO stands for User Experience Optimization. We build automation programs that remove operational friction so small businesses can focus on what truly matters.

Pain → Repetitive Tasks

Unstructured data entry, manual reporting and repetitive tasks drain time and kill focus.

Solution → Automate

We create scripts, utilities and interfaces that transform manual workflows into automated processes.

Outcome → Focus

With fewer operational bottlenecks, teams can spend more time on their core product and creative growth.

Projects

Screen Translator Overlay

Python | OpenCV | Tesseract

A real-time OCR + translation overlay that runs on any desktop. Completely offline capability.

Records Automation Suite

Excel VBA | VBScript

Macros and VBS launcher automate filing, search and reporting. Designed for non-developers.

PPT & File Utilities

Python | Tkinter

Batch helpers for slide, image arrangement and file management. Simplify presentation tasks.

Collaboration

Beyond UXO Studio, I collaborate on projects that push the boundaries of AI and automation.

SelfRun

Personalization Engine

PHP | MariaDB | AI Prompting

Stores key shop data to generate personalized prompts for AI, ensuring content relevance.

Design Engine

React/Vue.js | Node.js

AI-generated copy is inserted into templates and combined with images, producing polished marketing pieces.

Deployment

AWS | Local NAS

Local NAS deployment for early stage, with seamless architecture expansion to AWS.

Re:grade

Classification Model

TensorFlow | SavedModel

A SavedModel architecture trained to assign B1/B2/B3 quality labels to incoming fruit images.

Automation Pipeline

Python | Jinja2 | pdfkit

Automated pipelines move images to grade-specific folders and generate comprehensive PDF reports.

Optimization

Edge Computing

Optimized for low-resource environments and seamless integration with agritech solutions.

Contact

If you'd like to collaborate or learn more, feel free to reach out.

Email LinkedIn Instagram