Cloud Infra Automation
Provision S3/CloudFront/Route53 automatically with Terraform + GitHub Actions
TerraformCI/CDAWS
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AI
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Jinju's AI Assistant
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Skills
AWS
Docker
Kubernetes
Terraform
Nginx
GitHub Actions
Jenkins
GCP (GKE)
C/C++
Python
Java
Spring Boot
FastAPI
OpenCV
JavaScript
Vue.js
MongoDB
Redis
PostgreSQL
MySQL
Milvus
Ubuntu
CentOS
Raspberry Pi
Git
Photoshop
JiraProjects
Static Web Hosting with GCP Cloud Storage
Static web hosting with GCP Cloud Storage using Terraform + GitHub Actions
TerraformCI/CDGCP
View more →MSA-based Walk Record & Route Sharing Platform Development
Developed a walk record/route sharing platform based on MSA, applying Domain-Driven Design (DDD) and building a high-availability infrastructure (AWS, CI/CD).
MSADDDAWSDockerRedisJenkinsCI/CDEurekaVector DB
View more →Experience
Vdigm Corporate R&D Center · Researcher (AI/Infra/Backend)
Conducted research on 3D avatar generation, designed global infrastructure, and developed backend services.
AI/ML3D AvatarGaussian SplattingDevOpsGCPSpring BootCI/CD- Migrating the existing VM-based Azure system to GCP managed services, resulting in an annual cloud cost saving of approximately $16K.
- Implemented an automated web server deployment pipeline using Terraform, GitHub Actions, and GCP Cloud Run, and resolved proxy communication issues between multiple projects on GCP.
- Designed over 40 database tables for mobile, web, and PC service support
- Implemented user Google login and JWT issuance using Spring Boot, and established a server deployment CI/CD pipeline with Jenkins.
- Researched Gaussian Splatting techniques for single-image 3D avatar creation
- Secured a commercially viable model license through direct communication, achieving the same functionality as a $14,000 dollar solution for $1,900 dollars.
ETRI Autonomous IoT Research Lab · Research Intern
Developed an LSTM-based system for hourly prediction of temperature, humidity, and illuminance changes to facilitate optimal environmental control.
AI/MLLSTMTime SeriesPythonKerasFlaskMySQLDocker- Designed and implemented an LSTM-based machine learning model using environmental data (88,382 entries) from 2012 to 2022.
- Configured the model with one LSTM layer (8 units), one Dense layer, MSE loss function, Gradient Descent optimization, and 1000 Epochs.
- Completed the prediction model for temperature, humidity, and illuminance at a desired time by training on N-hour (1 <= N <= 12) interval data.
- Established a complete server/client system by developing a Flask API server and a client webpage that visualizes the prediction results for a selected time.
- Built an automation pipeline using Github Actions to automatically collect meteorological data daily at 10 AM.
- Published the paper 'LSTM-based hourly environmental change prediction system for optimal environmental control' based on the system development.
Education
Graduated2019/03 - 2023/02
Dong-eui University (Gaya)
Applied Software Engineering
BusanGPA: 4.01 / 4.5
Graduated2016/03 - 2019/02
Hyoam High School
Gyeongnam
Training
2023.07 ~ 2024.06
Samsung Software Academy for Youth (SSAFY) 10th
Multicampus
Data structure-based algorithms, Web development using Java (Spring, Servlet, JSP), 4 practical web projects
2023.05 ~ 2023.06
Megazone Cloud Cloud Native Application
Megazone Cloud
OS/Network overview, Shell Script, AWS official training
Awards
🏆 Excellence Award2024/11
Web Development Project Excellence Award
Samsung Electronics
Samsung Software Academy for Youth (SSAFY) Trainees
Award for teams that achieved excellent results in web development with free topics / Travel course recommendation using Spring Boot, Vue.js Map API
🏆 Encouragement Award2021/11
Dong-eui University 2021 Integrated Performance Competition
Dong-eui University
Dong-eui University Students
(Self-introduction category) Introduction of achievements and strategies during school enrollment
🏆 Excellence Award2020/11
Crowd Testing Competition
Busan IT Convergence Parts Research Institute
LINC+ Project Department Students
Testing of SW products developed by companies, feedback on defects and improvements
🏆 Excellence Award2020/11
8th K-Hackathon Immersive Content App Development Challenge
Korea Contents Association
National University Students
Android app planning and development with free topics