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Table of contents

Basics

Name Benjamin Rozonoyer
Label Researcher
Email brozonoyer@umass.edu
Url https://brozonoyer.github.io
Summary PhD student in machine learning and NLP

Work

  • 2023.06 - 2023.08
    Scientist Intern
    Charles River Analytics
    Researcher
    • Transformer-based contrastive learning for authorship identification on IARPA HIATUS that brought CRA’s performance from last (6th) to 2nd place in eval
    • probabilistic modeling in Pyro for generation/inference of military activity patterns
  • 2020.05 - 2022.08
    Engineer II
    Raytheon BBN Technologies
    Software engineer and researcher
    • multilingual information extraction (DARPA AIDA)
    • maintained internal NLP and deep learning libraries and integrated open-source/research models
    • supported full NLP stack for machine reading system (IARPA COVID Seedling)
    • multilingual relation extraction using machine translation and MGIZA++ for token-level annotation projection to train mBERT model (internship)

Education

  • 2022 - Present
    PhD
    University of Massachusetts, Amherst
    Computer Science
  • 2020 - 2021
    MS
    Brandeis University
    Computational Linguistics
  • 2016 - 2020
    BS
    Brandeis University
    Computer Science, Linguistics, Mathematics

Awards

  • 2018
    Giumette Academic Achievement Award
    Brandeis University
    'The purpose of the award is to recognize outstanding scholarship, academic achievement, and Brandeis community engagement as evidenced by grades, recommendations, personal accomplishment, and demonstrated involvement in campus life.'
  • 2016
    Humanities Fellowship
    Brandeis University
    'Brandeis believes that close engagement with the humanities plays a critical role in preparing students for a rapidly evolving world. In that spirit, each year we select a small cohort of our most intellectually promising admitted students to participate in our Humanities Fellowship.'

Languages

English
Native Speaker
Russian
Native Speaker