Résumé & curriculum vitae
résumé
[Updated August 27
th, 2024]
Education
University of California, Berkeley
Berkeley, CA
Ph.D. in Computational Engineering
May 2023-May 2026
University of California, Berkeley
Berkeley, CA
M.S. in Computational Engineering
Aug. 2021-May 2023
Boston University
Boston, MA
B.S. in Biomedical Engineering
Aug. 2018-May 2021
- Advisors: Elise Morgan & Paul Barbone
Experience
University of California, Berkeley
Berkeley, CA
Graduate Research Assistant
Aug. 2021-present
- Designed generative models that that balance performance, efficiency, and robustness for vehicle routing problems
- Developed a novel deep-learning approach for measuring in vivo tissue deformation from medical images
- Modeled muscle-and torque-driven flexion to the intervertebral disc
Boston University
Boston, MA
Undergraduate Research Assistant
Mar. 2019 - Aug. 2021
- Optimized bone tracking algorithm that measures the displacement field in a fracturing vertebra
- Created a novel framework for providing voxel-by-voxel accuracy evaluations of 3D optical flow algorithms
Skills
Programming
C/C++, Rust, Python, Julia, HTML+CSS, SQL, Bash, LaTeX, Git, MATLAB, Mathematica, R
Software
PyTorch, CUDA, CVXPY, pandas, TensorFlow, Tensorboard, sklearn, OpenMP, MPI, OpenCL
Techniques
Parallel computing, deep learning, computer vision, markerless motion capture, finite element modeling
General
Google Suite, Adobe Creative Cloud, Microsoft Office
Coursework
Computational
Machine Learning, Parallel Computing, Reinforcement Learning, Computational Linear Algebra & Numerical Methods, Convex Optimization, Natural Language Processing, Randomness and Computation, Combinatorial Algorithms and Data Structures
Mathematics
High-dimensional Statistics, Applied Mathematics, Linear Algebra, Probability, Statistics, Advanced Calculus, Differential Equations
Physics
Finite Element Modeling, Continuum Mechanics, Elasticity, Thermodynamics, Statics, Dynamics, Fluids, Statistical Mechanics
General
Chemistry, Molecular Biology, Engineering Design, Circuits, Physiology, Biomechanics, Biomaterials