Sumin Lim

- Migrate EC2 instances to Kubernetes cluster

- Manage Kubernetes cluster (resources, pv / pvc)

- Migrate RDS to Helm Chart DB

- Establish Kubernetes cluster back-up / restore strategy

- Develop anomaly detection system that determines whether a board image is defective during the circuit board process

- Use only normal images while training deep learning model.

- Build an automatic social web page crawler to analyze fan data(ex. Youtube) and create a data analysis service using the data

- Develop a function to collect and monitor data from Instagram, TikTok, youtube, etc. with a crawler, and an API and UI showing the cumulative sum of each column or the differences between dates

- Develop deep learning-based outlier detection system for outlier detection in the chromate process and proposition of a process system in a factory

- Develop GAN-based deep learning model that determines defective products using only good images

- Published Journal: https://www.mdpi.com/2076-3417/12/15/7549