Amin Hosseiny Marani

NLP Researcher at Infinitus Systems, Inc.
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Contact Information
Location
Bethlehem, Pennsylvania, United States, US
Languages
  • English Professional working proficiency

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Experience

    • United States
    • Software Development
    • 100 - 200 Employee
    • NLP Researcher
      • Jun 2023 - Present

      Working on Dialogue Breakdown Recognition and Emotion Detection using LLMs and Graph Neural Network Working on Dialogue Breakdown Recognition and Emotion Detection using LLMs and Graph Neural Network

    • United States
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Aug 2018 - Present

      Worked on multiple HCI and NLP projects including human assessment analysis of machine labeling techniques, human-centered ML analysis of Eating Disorder topics on social media data, text analysis on human provided interviews.

    • Teaching Assistant
      • Jan 2022 - May 2022

      Working on HCI and NLP projects including but not limited tolanguage model; e.g., transformersTopic modeling techniques HCI projectsHuman-centered assessmentData science projects

    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • NLP Data Scientist
      • Apr 2021 - Jan 2022

      Extracting named information from clinical documents (e.g., discharge summaries) using Deep Learning techniques. Extracting named information from clinical documents (e.g., discharge summaries) using Deep Learning techniques.

    • Computer Programming instructor
      • Aug 2013 - Jun 2018

      -Coder and instructor -Thesis and university projects advisory -Matlab coding and toolboxes -Java and c# tutoring -Coder and instructor -Thesis and university projects advisory -Matlab coding and toolboxes -Java and c# tutoring

    • Iran
    • Higher Education
    • 500 - 600 Employee
    • University Teacher
      • Apr 2016 - Aug 2017
    • Iran
    • Higher Education
    • 700 & Above Employee
    • GUI designer and image processing programmer
      • Feb 2013 - May 2014
    • Developer and graphic designer
      • May 2009 - Dec 2010

      Developed one of seventh major modules of drilling utility application and designed and designed graphical analysis with vast assistance to core development. Developed one of seventh major modules of drilling utility application and designed and designed graphical analysis with vast assistance to core development.

Education

  • Lehigh University
    Doctor of Philosophy - PhD, Computer Science
    2018 - 2023
  • Daneshgahe Elm va Sanat e Iran
    Master's degree, Artificial Intelligence
    2011 - 2013
  • Shahid Chamran University
    Bachelor's degree, Computer Software Engineering
    2007 - 2011

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