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](https://orcid.org/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
“My main language for everything from data preprocessing to designing AI model pipelines.”
Technologies & Tools
- 🔤 Languages:
- 🌐 Web & Cloud:
- 💾 DB & Infra:
- 💎 Knowledge System:
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
I write on Brunch to organize ideas and share knowledge.
Photography
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