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@hwyncho
hwyncho
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πŸ§‘β€πŸ’»

Hwiyeon Cho hwyncho

πŸ§‘β€πŸ’»
My motto is "a helping hand" : I am a software developer with a passion for solving problems using my technical expertise
  • Seoul, South Korea
  • 06:14 (UTC +09:00)
  • Instagram hwyn.cho

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@2016sosil3

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hwyncho /README.md

μ•ˆλ…•ν•˜μ„Έμš”! πŸ‘‹ μ €λŠ” μ‘°νœ˜μ—°μž…λ‹ˆλ‹€.

"νš¨μžμ† 같은 개발자" β€” 컴퓨터 κΈ°μˆ μ„ ν™œμš©ν•˜μ—¬ 문제λ₯Ό ν•΄κ²°ν•˜λŠ” 데 관심과 열정을 가진 μ†Œν”„νŠΈμ›¨μ–΄ κ°œλ°œμžμž…λ‹ˆλ‹€.

πŸš€ About Me

  • πŸ”§ MLOps Engineer with 4+ years of experience building AI/ML platforms
  • πŸŽ“ M.S. in Computer Science @ Kwangwoon University
  • πŸ“ Seoul, South Korea
  • πŸ“« Reach me at hwyn.cho@gmail.com

πŸ› οΈ Tech Stack

Backend & Platform

Python FastAPI Go Fiber PostgreSQL Redis

Messaging & Event Driven

NATS ZeroMQ Celery

Container & Orchestration

Docker Kubernetes Helm

ML/DL & Data

PyTorch TensorFlow ONNX

DevOps & CI/CD

GitHub Actions Shell Script

πŸ’Ό Experience

Thaki Cloud (2025.08 - 2025.11)

MLOps Engineer

  • AI Platform Backend β€” Event Driven μ•„ν‚€ν…μ²˜ 기반 AI ν”Œλž«νΌ λ°±μ—”λ“œ 섀계 및 개발
    • Go + Fiber ν”„λ ˆμž„μ›Œν¬ 기반 λ°±μ—”λ“œ μ„œλ²„ κ΅¬ν˜„
    • NATS 기반 비동기 이벀트 처리 μ‹œμŠ€ν…œ 섀계
    • 쑰직/ν”„λ‘œμ νŠΈ/μ‚¬μš©μž RBAC κΆŒν•œ 관리 μ‹œμŠ€ν…œ 개발
    • Dockerfile, Helm 차트 μž‘μ„± 및 CI/CD μ›Œν¬ν”Œλ‘œμš° ꡬ좕

MakinaRocks (2021.03 - 2025.07)

MLOps Engineer

  • LinkTM β€” DAG 기반 νŒŒμ΄ν”„λΌμΈ μ‹€ν–‰ 엔진 및 λ°±μ—”λ“œ API 개발

    • μ»΄ν¬λ„ŒνŠΈ 순차/병렬 μ‹€ν–‰, ZeroMQ 기반 μ‹€μ‹œκ°„ 좜λ ₯ 캑처
    • 체크포인트 κΈ°λŠ₯, Kubeflow 연동 νŒŒμ΄ν”„λΌμΈ λ³€ν™˜

  • RunwayTM β€” Kubernetes 기반 AI λͺ¨λΈ ν•™μŠ΅/배포 ν”Œλž«νΌ

    • Redis 기반 ν”Œλ‘œνŒ… λΌμ΄μ„ μŠ€ 및 λ™μ‹œμ‚¬μš©μž μ œμ–΄
    • Elasticsearch + Fluentd μ‚¬μš©μž 이λ ₯ 관리 μ‹œμŠ€ν…œ
    • ONNX Runtime, Knative ν™œμš© 엣지 λ””ν”Œλ‘œμ΄λ¨ΌνŠΈ
    • Python SDK 섀계 및 개발

Kwangwoon University OPTLAB (2017.03 - 2020.08)

Researcher

  • ν•΄μ–‘κ²½μ°°μ²­ μ—°κ΅¬κ³Όμ œ: κΈ°κ³„ν•™μŠ΅/진화연산 기반 유좜유 ν™•μ‚°κ²½λ‘œ 예츑
  • ν•œκ΅­μ—°κ΅¬μž¬λ‹¨ μ—°κ΅¬κ³Όμ œ: λŒ€μš©λŸ‰ λ„€νŠΈμ›Œν¬/ν…μŠ€νŠΈ 데이터 뢄석 및 μΆ”μ²œμ‹œμŠ€ν…œ

πŸ“š Publications

Year Title Venue
2020 An Improvement on Estimated Drifter Tracking through ML and Evolutionary Search Applied Sciences (SCI)
2020 A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced Datasets GECCO 2020
2019 Stabilized Training of GANs by a Genetic Algorithm GECCO 2019
2018 Parameter Space Analysis of Genetic Algorithm Using SVR GECCO 2018

🌟 Side Projects

U-BOT (2016 - 2020)

κ΄‘μš΄λŒ€ν•™κ΅ u-Campus μΉ΄μΉ΄μ˜€ν†‘ μ•Œλ¦Ό μ„œλΉ„μŠ€

  • πŸ“’ ꡐ내 곡지사항, κ°•μ˜μžλ£Œ, 과제 등둝 μ‹œ μ‹€μ‹œκ°„ μ•Œλ¦Ό
  • πŸ‘₯ 4λ…„κ°„ λˆ„μ  μ‚¬μš©μž 5,500+ λͺ… (μ „κ΅μƒμ˜ μ•½ 70%)

πŸ“« Contact

Email GitHub

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