Yoonmee Hwang

Yoonmee Hwang

(she/her)

DevOps / MLOps Engineer

Carnegie Mellon University

Professional Summary

DevOps and Site Reliability Engineer with 5 years operating Kubernetes at cloud-provider scale at NHN Cloud, a top-3 cloud service provider in South Korea. Currently a Master of Software Engineering student at Carnegie Mellon University, building CI/CD platforms and ML experimentation infrastructure.

Education

Master of Software Engineering, School of Computer Science

August 2025 ~ December 2026

Carnegie Mellon University

Bachelor of Engineering in Computer Engineering

March 2015 ~ August 2020

Kyung Hee University

Interests

Kubernetes & Cloud Infrastructure CI/CD & Platform Engineering ML Infrastructure & Experimentation Observability

Experience

DevOps Engineer / Site Reliability Engineer

NHN Cloud

Company-wide DevOps platform for NHN Cloud PaaS, a top-3 cloud provider in South Korea.

  • Built and operated 16 Kubernetes clusters (130+ nodes, 4,000+ pods) across public, air-gapped government, and DR environments, with CI/CD pipelines serving 30+ internal PaaS teams using ArgoCD, Jenkins, Keycloak, and Harbor
  • Reduced deployment time by over 83% by redesigning GitOps delivery with ArgoCD’s App of Apps pattern and ApplicationSet
  • Migrated 10 legacy products to Kubernetes across 6 regions with zero production incidents, leading containerization, Helm chart standardization, and automated certificate management
  • Owned production operations for the 10 migrated products and 39 company-wide API gateway servers on CentOS Linux, leading deployments, upgrades, and 24/7 on-call incident response
  • Raised Loki log ingestion throughput 52% and cut write failures 74% by benchmarking with k6 load tests and tuning chunk encoding and ingestion rate limits
  • Standardized cross-region disaster recovery with GSLB-based failover and auto-scaling, and cut maintenance toil by automating node operations with Ansible playbooks
  • Automated disk-pressure cleanup across 10 cluster environments with threshold-based shell scripts rolled out via Ansible, eliminating recurring manual intervention
  • Led a certificate-automation PoC with DigiCert’s US headquarters, cutting costs 20% (2023 Employee of the Year)
  • Established platform governance for 30+ teams, defining deployment permission and resource tagging policies and authoring company-wide standard Helm chart templates, including csi-s3 storage integration charts
  • Validated OpenTelemetry adoption through hands-on testing and authored internal adoption guides
  • Improved ArgoCD notifications with granular sync/deploy/status alerts and de-duplication, reducing alert noise for on-call engineers
  • Built proactive Kubernetes cluster health checks verifying connectivity from AWS, DR, and internal networks
  • Upgraded the company-wide API gateway fleet ahead of CentOS 6 end-of-life, including Apache upgrades
  • Configured graceful-shutdown behavior for Kubernetes workloads during the legacy migration
  • Served as main SPOC for key enterprise customers and standardized support response templates with the NHN Enterprise team
  • Authored partner training materials and hands-on labs for NHN Cloud products (Notification, Deploy, Log & Crash, CDN, Image) and the Kubernetes onboarding guide (CI/CD, Helm, logging, monitoring)

Cloud Engineering Intern

NHN

  • Designed HA infrastructure on TOAST Cloud, removing single points of failure via Tomcat clustering and MySQL replication
  • Configured CI/CD pipelines and service monitoring, and authored user guides supporting customer adoption of the Notification PaaS API

Software Engineering Intern

Naver

  • Refactored Naver Shopping Admin pages from a legacy JSP stack to React, Node.js, GraphQL, and TypeScript
  • Improved page load performance with Apollo Client caching, and maintainability by restructuring shared UI into reusable React components

Mobile Quality Assurance Student Intern

Nexon Networks Corp

Quality assurance arm of Nexon, one of the largest game companies in South Korea.

  • Contributed to the launch of the new character Phantom by executing game QA for MapleStory Mobile, a title with over 740,000 monthly active users
  • Supported the QA team by performing structured test cases and filing over 100 bug reports, and by suggesting gameplay improvements

Education

Master of Software Engineering, School of Computer Science

Carnegie Mellon University

  • GPA 3.95/4.0
  • Coursework: Computer Systems, Software Architectures, Distributed Systems, Machine Learning in Production, Machine Learning, Deep Learning

Bachelor of Engineering in Computer Engineering

Kyung Hee University

  • GPA 3.73/4.3
  • Merit-based scholarship, three semesters
Projects

Infrastructure and ML platforms I built at Carnegie Mellon

Auto-CEGAR Gating for RWML Time-Series Anomaly Detection featured image

Auto-CEGAR Gating for RWML Time-Series Anomaly Detection

Independent study at Carnegie Mellon. Integrated 5 auto-CEGAR gating algorithms into the RWML anomaly detection model, porting and training every variant end to end on a self-built …

Movie Recommender System in Production featured image

Movie Recommender System in Production

Infrastructure and MLOps lead in a 5-person CMU team (17-645). Operated a movie recommender serving a simulated 1M-user streaming service across dev and prod Kubernetes …

Financial Integration Service (Troutwood) featured image

Financial Integration Service (Troutwood)

Serverless payroll-data ingestion platform on AWS (Lambda, SQS, DynamoDB, CDK), built as a CMU MSE Studio project for Troutwood. I built the end-to-end delivery platform for the …

Skills
Cloud & Infrastructure
Kubernetes
Docker
AWS (EC2, S3, Lambda, CDK, CloudFormation)
Helm
Ansible
CI/CD & Languages
GitHub Actions
ArgoCD
Jenkins
Python
Shell / Bash
C++
JavaScript
Observability & ML
Prometheus / Grafana
Loki / Jaeger
PyTorch
Weights & Biases
Slurm / HPC
Certifications & Awards
Certified Kubernetes Application Developer (CKAD)
The Linux Foundation / CNCF ∙ December 2023
Employee of the Year, Great Performance Awards
NHN Cloud ∙ June 2023
For leading the DigiCert certificate-automation PoC that cut certificate costs 20%.
Certified Kubernetes Administrator (CKA)
The Linux Foundation / CNCF (held 2022-2025) ∙ January 2022
Languages
100%
Korean Native
80%
English Professional