2023-present

Department of Library and Information Science, Tunghai University

Research and Development Engineer

By leveraging RAG (Retrieval-Augmented Generation) with OpenAI LLM API, I developed an AI chatbot that is not just a technical feat, but also a practical solution based on school-wide domain knowledge.

Fine-tuned a pre-trained LLM with the custom dataset to build an on-premises AI chatbot.

Optimized GPU resource management within Kubernetes to dynamically control Multi-Instance GPU (MIG).

Implemented an automated workflow for Kubernetes to facilitate the deployment of applications across devices with a single-user interaction.