Graduate Research Assistant at UF Materials Science and Engineering Department, Plasma and Fusion Group (2025-08 – Present)
- Modeling relativistic electron formation and distribution evolution in tokamak plasmas by solving fundamental plasma physics partial differential equations with Physics-Informed Neural Networks (PINNs).
- Developing and training deep learning models in Python and PyTorch using UF HiPerGator high-performance computing resources.
- Applying SciPy optimization methods during neural network training and using NumPy and Matplotlib for analysis, visualization, and validation.
Student Assistant – Reactor Operations at University of Florida Training Reactor (UFTR) (2025-09 – Present)
- Completing NRC-certified training curriculum in preparation for Reactor Operator licensure.
- Acquiring comprehensive knowledge of reactor systems, including radiation detection, thermal-hydraulics, instrumentation and controls, reactor design, and standard/emergency operating procedures.
- Assisting with daily reactor operations as a qualified second person, executing experimental data collection, and performing instrumentation maintenance and repair.
Materials Science R&D Intern at Mackinac Technology Company (2024-01 – 2025-08)
- Led experimental design and process optimization for a DOE-funded Liquid Silicone Rubber window add-on project, focused on enhancing tensile strength while maintaining high optical clarity.
- Successfully eliminated 99.6% of bubble formation while also increasing surface uniformity by 92%.
- Conducted in-depth literature reviews on Liquid Silicone Rubber surface and structural modification techniques while contributing to Small Business Innovation Research (SBIR) grant writing efforts to support ongoing research funding.
Engineering Grader at Calvin University (2023-01 – 2025-05)
- Evaluated coursework and provided academic support for three engineering courses, delivering structured feedback to strengthen student understanding.
- Guided students in identifying and correcting errors, fostering skill development and improving academic performance.
