2023.02~2025.02(expected): POSTECH Industrial Management Engineering
- Laboratory: Factory Intelligence Laboratory
2017.03~2023.02: Yeungnam University Mechanical Engineering(Double Major in Physics), Summa Cum Laude
Basic Mathematics: Linear Algebra, Differential Equation, Mathematical Statistics, Bayesian Statistics, Linear Programming, Time-series Analysis
Manufacturing Process Optimization
I'm very interested in Autunomous agent based in AI, especially LLM. I want to build no network need AI based autonomous agent.
In transfer learning and fine tuning task, there is a problem that which layer should be freezed and unfreezed. My Research topic is find which layer should be fine tunned by neural network parameter analysis. With my research topic, I can apply many open source neural network structure. Recently, the main objective is to apply the research topic to PEFT techniques such as LoRA and QLoRA.