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nazaninsiavash/README.md

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Nazanin Siavash

About Me

I'm a Ph.D. student in Computer Science at the University of Colorado Colorado Springs (UCCS) and a researcher at the Purdue Quantum-Classical AI and Software Engineering (QCASE) Lab.

My research focuses on the intersection of Quantum Computing, Machine Learning, and AI for Software Engineering.

  • 🔐 Contributor to the NSF-sponsored TianoShield project
  • ⚛️ Contributor to the Colorado OEDIT-sponsored Q-Dev project
  • 🌱 Co-mentoring undergraduate researchers through the NSF REU program
  • 🎓 Graduate Dean's Doctoral Award recipient, UCCS
  • 📫 Reach me at nsiavash@uccs.edu

Research Interests

Quantum Software Engineering · AI for Software Engineering · AI for Software Security · AI for Quantum Computing

Main skills

My Skills

Publications

  • LLM-Powered Quantum Code Transpilation — IEEE QCE, 2025
  • Model-Driven Quantum Code Generation Using LLMs and RAG — ACM/IEEE MODELS, 2025
  • Exploring a Cutting-Edge Framework for Bearing Fault Detection — IEEE JESTIE, 2024
  • Evolution of Fault Detection Techniques in Renewable Energy Systems (Book Chapter) — Springer, 2024
  • Assessing the Economic Viability of Resilience Upgrades in Power Systems (Book Chapter) — Elsevier, 2024

Full list on my Google Scholar profile, linked above.

Connect with me!

Employer or collaborator?

Important

Download my CV

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  1. TianoForge TianoForge Public

    Forked from TianoShield/TianoForge

    This repository supports the following paper: N. Siavash, T. E. Boult, and A. Moin, “TianoForge: An automated bug triage approach for the TianoCore UEFI firmware development community,” in Proc. In…

    Jupyter Notebook

  2. AutoML4NILM AutoML4NILM Public

    Forked from qcase-lab/AutoML-for-NILM

    AutoML4NILM is an AutoML framework for Non-Intrusive Load Monitoring (NILM). It supports 11 machine learning algorithms and is designed to be modular and easily extendable to additional models and …

    Python

  3. Crinkle Crinkle Public

    Forked from CS4300-CS5300-SP26/dev4_cust6

    Crinkle is a mobile web app that helps Pokémon card collectors estimate the grade of their cards before paying to submit them to professional grading services like PSA, Beckett, or CGC.

    Python

  4. QuantumCodeGeneration QuantumCodeGeneration Public

    Forked from qcase-lab/quantumcodegeneration

    Model-driven quantum code generation from UML models using OpenAI's GPT, prompt engineering, and Retrieval-Augmented Generation (RAG) with Qiskit.

    Jupyter Notebook

  5. TianoCore-Survey TianoCore-Survey Public

    Forked from TianoShield/TianoCore-Survey

    This repository supports the following paper: N. Siavash, C. Glosner, A. Sharma, B. Trinkenreich, T. E. Boult, A. Machiry, and A. Moin, “An empirical study of the TianoCore community,” in Proc. Int…

    Jupyter Notebook