문예완 Email & Phone Number

South Korea

대한민국 서울

- Established Backend Logging System- Improved ElasticSearch Log query API performance using asynchronous and multi-threading techniques- Implemented double login prevention using Redis- Developed a scheduler for GPU slot synchronization between K8s nodes and the platform Backend server- Introduced an Event-based architecture in the Backend to remove strong coupling between domains and manage transactions- Enhanced K8s Deployment deployment API speed by processing events asynchronouslyRole- Wrapping K8S Deployment and Job functionalities to enable easy GPU usage without needing K8S knowledge- Providing dashboards related to GPU usage, logs, and usage statistics- Offering NAS storage for data sharing within projects- Providing an image registry for sharing project images- Implementing scheduling functionalities for utilizing desired GPUs

대한민국 서울 강남구

- Developing recommendation algorithms using Elasticsearch- Handling large-scale data processing with Ray- Developing REST API servers using Spring Boot JPA- Writing object-oriented code- Collaborating with developers in same roles

대한민국 서울

ETRI Project: Traffic Congestion Analysis Using Deep Learning- Developing Spatial-Temporal and Graph-based models (ConvLSTM, DCRNN, ST-GCN)- Managing models and experiments using MLflow- Conducting research and writing papers- Data collection and preprocessing