CV
General Information
Full Name | Cailong Hua |
Languages | English, Chinese, Italian |
hua00023@umn.edu |
Education
- 2019 - current
PhD Student in Electrical and Computer engineering
University of Minnesota - twin cities campus, Minnesota, US
- 2016 - 2017
MSc. in Control Systems with Distinction
Imperial College London, London, UK
- 2015 - 2016
BSc. in Automation Engineering
Politecnico di Milano, Milano, Italy
- 2012 - 2016
BEng. in Electronic Information and Engineering (Sino-Italian Double Bachelor Degree Program)
Tongji University, Shanghai, China
Experience
- 06/2020 - Present
Graduate Research Assistant at University of Minnesota
University of Minnesota - twin cities campus, Minnesota, US
- Developed algorithm for quantifying errors in non-equilibrium experiments and implemented the algorithm with a Python-based toolbox
- Developed Monte Carlo simulation to replicate experimental processes
- Developed muscle protein modeling by conducting a statistical analysis of experimental data
- Identified single molecular data using deep learning models with physics augmentation
- 05/2024 - 08/2024
Data Scientist Intern
University of Phoenix, Inc.
- Fine-tuned large language models (LLMs) to task-specific data
- Evaluated various parameter-efficient fine-tuning (PEFT) methods on different pre-trained LLMs
- Built a chatbot in Amazon Web Service (AWS) to interact with fine-tuned LLMs
Other Information
- Technical Skills: Matlab, Simulink, Python, AWS, Latex, C++, etc.
- Hobbies: Guitar, Badminton, Football, Travelling, Reading, Swimming, etc.