🖥️ Projects

I am passionate about bringing learning to life through building projects, as each one is a milestone in my journey of exploration and understanding 🚀.

Below are some of my research/personal projects since I first entered the field of Computer Science at UVA:

2024 - In Progress ⚙️ PyTorch CUDA ML Performance Comparative study of PyTorch and CUDA ML models on GPU servers, focusing on manual optimization capabilities, performance gains, and framework selection.	2024 - In Progress ⚙️ MLPerf Benchmark Replication Expand MLPerf benchmarks to analyze GPU bottlenecks and optimize performance with multi-GPU setups using NVLink and Tensor Cores.
2023 - In Progress ⚛️ GPU Molecular Dynamics Utilize Python and GPUMD package for molecular dynamics simulations and train NEP potential for model generation on UVA’s Rivanna supercomputer.	2023 - In Progress 📈 MATLAB-GUI Simplification of Multivariable Calculus and Linear Algrebra concepts using MATLAB UI Apps for visualizing vector line integral calculations and matrix operations.
2024 📈 Career Salary & ROI Analysis Predicting early career salaries and evaluates college ROI across the U.S. with data analysis and predictive modeling using R.	2023 📊 SAT Score Prediction This project employs custom-built neural network models with PyTorch and Numpy to predict SAT scores from GPA and other factors.
2024 ♻️ Simple Carbon Footprint Calculator A simple web application calculating the carbon footprint based on user input for electricity usage, miles driven by car, meat consumption, and flight hours per year.	2024 📚 Academic Portfolio Website My Portfolio Website built with HTML and CSS using the template forked from academicpages and deployed by Github pages. Yes! It's the one that you are looking at.
2023 🎮 Flappy Bird Game Replication of Flappy Bird Game at UVA Introduction to Programming course using uvage and pygame library.	2023 ⌨️ Number Test Game A CLI-based Python game where players input a number to receive scores based on its traits, featuring account management and a leaderboard.