View jsbang01357's full-sized avatar
6 followers · 12 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian

Featured Projects

Medical Engineering / CDSS Prototypes

ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology

Medical Data Pipeline

ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline

Medical Utilities

ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT

Jisong Cloud

ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping

Side Projects

ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories Loading

  1. jsbang01357 jsbang01357Public

    1

  2. memo memoPublic

    Python

  3. jisong.dev jisong.devPublic

    Python

  4. Clean_Text_Redirect Clean_Text_RedirectPublic

    Python

  5. YT_Playlist YT_PlaylistPublic

    Python

  6. Photo_jisong Photo_jisongPublic

    HTML

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
View jsbang01357's full-sized avatar
6
followers
 · 12
following

Achievements
Achievement: Pull SharkAchievement: YOLO
Achievements
Achievement: Pull SharkAchievement: YOLO

Block or report jsbang01357

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
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: TypeScriptJavaScript
  • 🌐 Web & Cloud: Google CloudStreamlit
  • 💾 DB & Infra: SQLiteDocker
  • 💎 Knowledge System: Obsidian
Featured Projects
Medical Engineering / CDSS Prototypes
ProjectDescriptionStack / Keywords
💊DiaFrameAI-based diabetes medication recommendation CDSS prototype using Vertex AIPython, SQLite, Vertex AI, Endocrinology
👩 EstroFrameEndocrinology CDSS prototype for transfeminine GAHTPython, PK Modeling, Endocrinology, GAHT
👨AndroFrameEndocrinology CDSS prototype for transmasculine GAHTPython, PK Modeling, Endocrinology, GAHT
🧠NeuroFrameShift-aware cognitive planning enginePython, Cognitive Planning, Neurology
Medical Data Pipeline
ProjectDescriptionStack / Keywords
🧼CleanTextSecure data pipeline for parsing, structuring, and de-identifying EMR dataTypeScript, Google Cloud, Docker
📊 CleanEMRSystem for structuring EMR data with SQLitePython, SQLite, Data Pipeline
Medical Utilities
ProjectDescriptionStack / Keywords
🍇VoiceGrapeUtility for voice processing and analysis in otolaryngologyPython, Voice Analysis, ENT
Jisong Cloud
ProjectDescriptionStack / Keywords
☁️ JisongCloudPersonal cloud infrastructure based on Google Cloud PlatformGoogle Cloud Run, Build, Storage, Domain mapping
Side Projects
ProjectDescription
🐈 Choonsik-WorkspacePersonal OpenClaw agent workspace, "Choonsik"
💎 Obsidian PKMPersonal knowledge wiki and thinking system based on Obsidian
🎵YT_PlaylistYouTube 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

Popular repositories
Loading
  1. 
jsbang01357
jsbang01357Public
    
1

  2. 
memo
memoPublic
    Python
  3. 
jisong.dev
jisong.devPublic
    Python
  4. 
Clean_Text_Redirect
Clean_Text_RedirectPublic
    Python
  5. 
YT_Playlist
YT_PlaylistPublic
    Python
  6. 
Photo_jisong
Photo_jisongPublic
    HTML