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24 followers · 16 following
  • Seoul, South Korea
  • 23:57 (UTC +09:00)
  • Instagramhwyn.cho

Achievements

Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw

Highlights

  • Pro

Organizations

@2016sosil3

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hwyncho/README.md

안녕하세요! 👋 저는 조휘연입니다.

"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.

🚀 About Me

  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com

🛠️ Tech Stack

Backend & Platform

PythonFastAPIGoFiberPostgreSQLRedis

Messaging & Event Driven

NATSZeroMQCelery

Container & Orchestration

DockerKubernetesHelm

ML/DL & Data

PyTorchTensorFlowONNX

DevOps & CI/CD

GitHub ActionsShell Script

💼 Experience

Thaki Cloud (2025.08 - 2025.11)

MLOps Engineer

  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발
    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축

MakinaRocks (2021.03 - 2025.07)

MLOps Engineer

  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발

    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환

  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼

    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발

Kwangwoon University OPTLAB (2017.03 - 2020.08)

Researcher

  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템

📚 Publications

YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018

🌟 Side Projects

U-BOT (2016 - 2020)

광운대학교 u-Campus 카카오톡 알림 서비스

  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)

📫 Contact

EmailGitHub

Pinned Loading

  1. ayu-iTermayu-iTermPublic

    ayu color themes for iTerm

    140 25

  2. ayu-Terminal-appayu-Terminal-appPublic

    ayu color themes for Terminal.app

    72 13

, '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 hwyncho's full-sized avatar
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24
followers
 · 16
following

  • Seoul, South Korea
  • 
23:57
(UTC +09:00)
  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
  • 
Pro

Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

Pinned
Loading
  1. ayu-iTermayu-iTermPublic
    
ayu color themes for iTerm

    
140

25

  2. ayu-Terminal-appayu-Terminal-appPublic
    
ayu color themes for Terminal.app

    
72

13


, '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 hwyncho's full-sized avatar
🧑‍💻
🧑‍💻
24
followers
 · 16
following

  • Seoul, South Korea
  • 
23:57
(UTC +09:00)
  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
  • 
Pro

Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

Pinned
Loading
  1. ayu-iTermayu-iTermPublic
    
ayu color themes for iTerm

    
140

25

  2. ayu-Terminal-appayu-Terminal-appPublic
    
ayu color themes for Terminal.app

    
72

13


, '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 hwyncho's full-sized avatar
🧑‍💻
🧑‍💻
24
followers
 · 16
following

  • Seoul, South Korea
  • 
23:57
(UTC +09:00)
  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
  • 
Pro

Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

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ayu color themes for iTerm

    
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ayu color themes for Terminal.app

    
72

13


, '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" + '

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  • Seoul, South Korea
  • 
23:57
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  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
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Pro

Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

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  1. ayu-iTermayu-iTermPublic
    
ayu color themes for iTerm

    
140

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  2. ayu-Terminal-appayu-Terminal-appPublic
    
ayu color themes for Terminal.app

    
72

13


, '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('^' + ".*" + '

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24
followers
 · 16
following

  • Seoul, South Korea
  • 
23:57
(UTC +09:00)
  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
  • 
Pro

Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

Pinned
Loading
  1. ayu-iTermayu-iTermPublic
    
ayu color themes for iTerm

    
140

25

  2. ayu-Terminal-appayu-Terminal-appPublic
    
ayu color themes for Terminal.app

    
72

13


, '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('^' + ".*" + '

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🧑‍💻
24
followers
 · 16
following

  • Seoul, South Korea
  • 
23:57
(UTC +09:00)
  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
  • 
Pro

Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

Pinned
Loading
  1. ayu-iTermayu-iTermPublic
    
ayu color themes for iTerm

    
140

25

  2. ayu-Terminal-appayu-Terminal-appPublic
    
ayu color themes for Terminal.app

    
72

13


, '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); }
})();
})();

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  • Seoul, South Korea
  • 
23:57
(UTC +09:00)
  • Instagramhwyn.cho
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Achievements
Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw
Highlights
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Organizations
@2016sosil3

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hwyncho/README.md
안녕하세요! 👋 저는 조휘연입니다.
"효자손 같은 개발자" — 컴퓨터 기술을 활용하여 문제를 해결하는 데 관심과 열정을 가진 소프트웨어 개발자입니다.
🚀 About Me
  • 🔧 MLOps Engineer with 4+ years of experience building AI/ML platforms
  • 🎓 M.S. in Computer Science @ Kwangwoon University
  • 📍 Seoul, South Korea
  • 📫 Reach me at hwyn.cho@gmail.com
🛠️ Tech Stack
Backend & Platform
PythonFastAPIGoFiberPostgreSQLRedis
Messaging & Event Driven
NATSZeroMQCelery
Container & Orchestration
DockerKubernetesHelm
ML/DL & Data
PyTorchTensorFlowONNX
DevOps & CI/CD
GitHub ActionsShell Script
💼 Experience
Thaki Cloud (2025.08 - 2025.11)
MLOps Engineer
  • AI Platform Backend — Event Driven 아키텍처 기반 AI 플랫폼 백엔드 설계 및 개발

    • Go + Fiber 프레임워크 기반 백엔드 서버 구현
    • NATS 기반 비동기 이벤트 처리 시스템 설계
    • 조직/프로젝트/사용자 RBAC 권한 관리 시스템 개발
    • Dockerfile, Helm 차트 작성 및 CI/CD 워크플로우 구축
MakinaRocks (2021.03 - 2025.07)
MLOps Engineer
  • Link™ — DAG 기반 파이프라인 실행 엔진 및 백엔드 API 개발
    • 컴포넌트 순차/병렬 실행, ZeroMQ 기반 실시간 출력 캡처
    • 체크포인트 기능, Kubeflow 연동 파이프라인 변환
  • Runway™ — Kubernetes 기반 AI 모델 학습/배포 플랫폼
    • Redis 기반 플로팅 라이선스 및 동시사용자 제어
    • Elasticsearch + Fluentd 사용자 이력 관리 시스템
    • ONNX Runtime, Knative 활용 엣지 디플로이먼트
    • Python SDK 설계 및 개발
Kwangwoon University OPTLAB (2017.03 - 2020.08)
Researcher
  • 해양경찰청 연구과제: 기계학습/진화연산 기반 유출유 확산경로 예측
  • 한국연구재단 연구과제: 대용량 네트워크/텍스트 데이터 분석 및 추천시스템
📚 Publications
YearTitleVenue
2020An Improvement on Estimated Drifter Tracking through ML and Evolutionary SearchApplied Sciences (SCI)
2020A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced DatasetsGECCO 2020
2019Stabilized Training of GANs by a Genetic AlgorithmGECCO 2019
2018Parameter Space Analysis of Genetic Algorithm Using SVRGECCO 2018
🌟 Side Projects
U-BOT (2016 - 2020)
광운대학교 u-Campus 카카오톡 알림 서비스
  • 📢 교내 공지사항, 강의자료, 과제 등록 시 실시간 알림
  • 👥 4년간 누적 사용자 5,500+ 명 (전교생의 약 70%)
📫 Contact
EmailGitHub

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