Activities

Activities and contributions.

Open source contributor

WPILib

  • Dates: Aug 2024 — Oct 2024
  • Role: contributor — logging subsystem
  • Worked on the Java version of WPILib, contributing logger improvements to version 2025.2.1

Mattermost

  • Dates: Jun 2024 — Aug 2024
  • Role: contributor — UI fixes
  • Contributed a series of frontend fixes, resolving multiple issues raised by Mattermost.

Independent researcher

Quantum Neural Network Independent Research

  • Dates: Nov 2025 — Present
  • Status: published in peer-reviewed journals.
  • Paper: “Factorial Benchmarking of Exact and Finite-Shot Gradient Resolvability in a Four-Qubit Hybrid Quantum Neural Network” — DOI
  • Paper: “Gradient usability in few-qubit quantum Neural Networks: A signal-to-noise ratio framework for evaluating mitigation strategies” — DOI