Coursework Notes

Key coursework highlights, research outcomes, and supporting references.

Overview

This page tracks notable coursework milestones and includes references to relevant papers.

Courses

Advanced Atomistic Simulation Techniques

Open

Focused on simulation workflows for atomistic systems, from force-field methods to model validation against physical observables.

  • Built and analyzed atomistic simulation pipelines with emphasis on reproducibility and numerical stability.
  • Compared simulation outputs against expected physical behavior and benchmark datasets.
  • Documented practical tradeoffs in model complexity, runtime, and downstream research utility.

Parallelization of High Performance Computing

Open

Covered strategies for scaling scientific workloads using parallel programming patterns and performance-aware implementations.

  • Implemented parallelized compute workflows in C++ and evaluated speedups across different workload profiles.
  • Profiled bottlenecks and optimized memory and communication paths to improve throughput.
  • Assessed parallelization approaches for real research tasks where correctness and efficiency both matter.

Timeline

  1. Best Projects Award at Cambridge

    I completed a project on parallelizing code using C++ and developing a machine learning interatomic potential algorithm. These were awarded best prize.