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jsbang01357/README.md

Jisong Bang

Medical student and engineer translating clinical uncertainty into structured, model-based healthcare tools.

I am interested in interpreting uncertainty in clinical practice through engineering-based modeling and structured medical data, and in building decision-support tools that fit real-world healthcare workflows.

orcid | 0009-0001-5671-3814


Focus

  • ⚙️ Medical Engineering
    • Clinical Decision Support Systems
    • Pharmacokinetic & Risk Modeling
    • Endocrinology AI Prototypes
  • 📊 Medical Data
    • EMR Text Processing & Structuring
  • 💎 Personal Knowledge Management

Education

  • 🩺 Konkuk University School of Medicine

    • M.Med Candidate, expected 2027
    • Admission with Top Honors
  • 🏗️ Korea University

    • B.S. in Architectural, Civil & Environmental Engineering, 2022
    • ABEEK-accredited Engineering Program
    • Great Honor, Early Graduation
    • 2-year Full Academic Scholarship

Certifications & Honors

  • 🧠 Mensa Korea: Full Member
  • 🇺🇸 English: iBT TOEFL 110, New TEPS 550
  • 🇯🇵 Japanese: JLPT N1
  • 🏥 Medical: KALS (Korean Advanced Life Support)

Tech Stack

Main Language

Python

"My main language for everything from data preprocessing to designing AI model pipelines."

Technologies & Tools

  • 🔤 Languages: TypeScript JavaScript
  • 🌐 Web & Cloud: Google Cloud Streamlit
  • 💾 DB & Infra: SQLite Docker
  • 💎 Knowledge System: Obsidian

Featured Projects

Medical Engineering / CDSS Prototypes

Project Description Stack / Keywords
💊DiaFrame AI-based diabetes medication recommendation CDSS prototype using Vertex AI Python, SQLite, Vertex AI, Endocrinology
👩 EstroFrame Endocrinology CDSS prototype for transfeminine GAHT Python, PK Modeling, Endocrinology, GAHT
👨AndroFrame Endocrinology CDSS prototype for transmasculine GAHT Python, PK Modeling, Endocrinology, GAHT
🧠NeuroFrame Shift-aware cognitive planning engine Python, Cognitive Planning, Neurology

Medical Data Pipeline

Project Description Stack / Keywords
🧼CleanText Secure data pipeline for parsing, structuring, and de-identifying EMR data TypeScript, Google Cloud, Docker
📊 CleanEMR System for structuring EMR data with SQLite Python, SQLite, Data Pipeline

Medical Utilities

Project Description Stack / Keywords
🍇VoiceGrape Utility for voice processing and analysis in otolaryngology Python, Voice Analysis, ENT

Jisong Cloud

Project Description Stack / Keywords
☁️ JisongCloud Personal cloud infrastructure based on Google Cloud Platform Google Cloud Run, Build, Storage, Domain mapping

Side Projects

Project Description
🐈 Choonsik-Workspace Personal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKM Personal knowledge wiki and thinking system based on Obsidian
🎵YT_Playlist YouTube playlist management tool

Writing

Brunch Badge

I write on Brunch to organize ideas and share knowledge.


Photography

Photography Badge

Moments when light, space, and structure briefly align.


Disclaimer

Medical-related projects listed here are research, educational, or prototype tools. They are not intended for direct clinical use or independent medical decision-making.


Contact

📧 Email: me@jisong.dev

Last Edited: 2026-06-01

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