Darin Krumov

Summer Undergraduate Research Fellow 2024

About:

I am Darin Krumov, a research intern at INSAIT in the summer of 2024. At INSAIT I focus on language embeddings used for models such as BgGPT.

Education:

  • 2022-present – BCs Data Science at Sofia University
  • 2017-2022 – Sofia High School of Mathematics

Relevant experience & coursework:

  • Development of a transformer-based neural machine translation model using novel
    regularization techniques – 2024
  • Courses: Application of deep neural networks; Quantum Informatics; Advanced
    Matrix Algebra – 2023

Awards & Honors:

  • Awarded a scholarship from EPAM Systems Bulgaria for high achievements,
    featured on the cover of the 2023 Vagabond magazine – 2023
  • Medals from national high school mathematics competitions – 2017-2022