Giorgi Merabishvili

I'm an incoming PhD student at North Carolina State University (NC State) in Raleigh, where I will be part of the SWAT research group, advised by Professor Marcelo d'Amorim. Prior to my doctoral studies, I earned my master's degree in Computer Engineering from New York University. During my master’s studies, I had an opportunity to work with Professor Andrea Stocco at the Technical University of Munich, funded by a DAAD research stipend.

Email  /  CV  /  Scholar  /  LinkedIn  /  GitHub

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Research


My research interests lie at the intersection of machine learning and software engineering. I am broadly interested in testing and improving robustness of software systems.

Publications

Latent interpolation overview Targeted Deep Learning System Boundary Testing
Oliver Weißl, Amr Abdellatif, Xingcheng Chen, Giorgi Merabishvili, Vincenzo Riccio, Severin Kacianka, Andrea Stocco
ACM Transactions on Software Engineering and Methodology (under review), 2025
[pdf]

Education


Work Experience


  • Research Intern, Technical University of Munich, 2024 – 2025
    Automated testing for deep-learning systems; designed latent-space interpolation technique to expose decision boundaries.

  • Computer Vision Engineer, RoboMaster NYU, 2024 – 2025
    Built and deployed real-time object-detection pipeline for competitive robotics.

  • Technology Specialist, Google Developer Student Clubs NYU, 2023 – 2024
    Organized ML/GenAI workshops and maintained technical documentation.

Awards & Honors


  • Recipient of DAAD Scholarship for the Research Project, Munich Germany — 2024
  • Merit Award Recipient at New York University, New York, NY, 2023 – 2025
  • Honors Program Scholar and Summa Cum Laude at St. Francis College , New York, NY — 2023
  • St. Francis College Travel Grant for Northeast Regional Honors Conference Travel Grant, New York, NY — 2023
  • Inducted to Sigma Beta Delta International Honor Society Travel Grant, New York, NY — 2023
  • Merit Award Scholarship and Institutional Scholarship Recipient at St. Francis College, New York, NY — 2023

Extracurricular Activities


  • Member, NCSU Water Polo Club, 2025 – Present
  • Member, NYU Water Polo Club, 2023 – 2025
  • NCAA Division I Water Polo, St. Francis College, 2019 – 2020
  • Water Polo Youth National Team & Club Iveria, Georgia, 2015 – 2019

News


  • April 2025 — Accepted PhD offer at NC State starting Fall 2025.

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