Projects

HPC Student Cluster Competitions

HPC
Benchmarking
AWS

Competed in the SC24 SCC and two Winter Classic Student Cluster Competitions.

Overview

Between January 2024 and April 2025, I competed in three high-performance computing competitions, working with a variety of supercomputers and cloud infrastructure.

Winter Classic Student Cluster Competition (2024)

  • 4th Place: Benchmarked and optimized HPL performance on HPE Cray EX supercomputers.
  • AWS + NAS parallel benchmarks
  • 1st Place: Training and improving inference accuracy of a machine learning model on Oak Ridge National lab’s Frontier
  • 1st Place: Built a full HPC environment with Conda, Spack, and AWS EC2 to run cryo-EM software RELION — winning 1st place for cost-optimized cloud deployment.

SC24 Student Cluster Competition (2024)

Built and operated a multi-GPU cluster as part of a team. Key focus areas:

  • Benchmarking the cluster with MLPerf
  • Completing a reproducibility challenge by reproducing results from a research paper
  • Using torchvision (PyTorch) to detect cats in images

Winter Classic Student Cluster Competition (2025)

  • Benchmarked and optimized HPL on HPE Cray EX.
  • Ran quantum algorithms on IQM Quantum Computers and Oak Ridge National Lab’s Frontier Supercomputer, studying fundamentals of quantum computing.