Software Engineer · Computer Vision & ML · Sogang University · Seoul
I build.
I learn.
I look deeper.
I’m a software engineer and Computer Science & Engineering student, building on professional product experience to explore computer vision and machine learning.
01 — Selected work
Software, vision,
and what’s underneath.
CAPSTONE · COMPUTER VISION · IN PROGRESS
VisionX CXR-CAD
A multi-label chest X-ray classification capstone using the NIH ChestX-ray14 dataset. I’m exploring medical image classification, class imbalance, model evaluation, and explainability, with deployment as part of the project direction. This is an academic research prototype.
VisionX CXR-CAD
Learning from
medical images.
01 — Chest X-ray data
02 — Multi-label classification
03 — Evaluation & explainability
Academic capstone · In progress
lately
Notes from my projects, studies, and the developer community in Seoul.
I’m leading team VisionX for our capstone design course! We’re working on an AI system to detect 14 conditions in chest X-rays, with visual explanations and a dashboard. Really excited to get started with the team!
meowdoro v.1.0.0 is complete! now i can use it for better productivity for my other projects.
never expected that trying to build my own rag project would be so addicting. almost done with the backend, gotta build some electron frontend too!
looking for internships, applying for internships, neetcode, leetcode, personal projects, networking, meetups, 3rd year of uni coming up... time sure flies when busy
03 — About
From building products to understanding the systems behind them.
I started in English Studies and found my way into software by building things. That became professional work across web, mobile, backend, and AI-powered educational products — including a Korean conversation-learning platform.
Working on real products made me want a deeper technical foundation. I'm now studying Computer Science & Engineering at Sogang University in Seoul, with a current focus on deep learning, applied mathematics, and computer vision.
My current projects include VisionX, a chest X-ray classification capstone, and real-time ASL recognition with MediaPipe. Alongside them, I build in C++ and Python and explore how models and application code fit together. I want to make software that is useful, accessible, and well-engineered.
I also help organize weekly freeCodeCamp Seoul meetups and take part in local tech events. I'm looking for software engineering internship opportunities, particularly on teams working with machine learning or computer vision, where I can contribute my development experience while growing my technical depth.
04 — Contact
Let’s build something useful.
I’m looking for software engineering internships, especially on teams working with machine learning or computer vision. If my product development experience and current projects fit what you’re building, I’d love to talk.
anna@haanna.com↗