Karen Mohammadtabar

Senior software AI engineer at MyCommunityToday
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Contact Information
us****@****om
(386) 825-5501
Location
Merced, California, United States, US

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Bio

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Credentials

  • Intro to Deep Learning
    Kaggle
    Feb, 2023
    - Oct, 2024
  • Intermediate machine learning
    Kaggle
    Jan, 2023
    - Oct, 2024
  • Intro to machine learning
    Kaggle
    Jan, 2023
    - Oct, 2024
  • Pandas
    Kaggle
    Jan, 2023
    - Oct, 2024

Experience

    • United States
    • Entertainment Providers
    • 1 - 100 Employee
    • Senior software AI engineer
      • Jan 2023 - Present

      Project-based employment: Lead data scientist for introducing AI to the MyCommunity app Implemented Natural Language Processing models (Llama, Vicuna, QuestGen, ...) with Python Developed Convolutional Neural Networks for image classification Developed Generative Adversarial Networks for image reconstruction Implementing APIs to communicate between the application and the AI server Worked with Amazon AWS EC2 and HPCs Project-based employment: Lead data scientist for introducing AI to the MyCommunity app Implemented Natural Language Processing models (Llama, Vicuna, QuestGen, ...) with Python Developed Convolutional Neural Networks for image classification Developed Generative Adversarial Networks for image reconstruction Implementing APIs to communicate between the application and the AI server Worked with Amazon AWS EC2 and HPCs

    • Legal Services
    • Teaching Assistant
      • Aug 2017 - Aug 2023

      Courses:• Statics and Dynamics• Computational engineering (MATLAB)• Introductory physics I

    • Research Assistant at the Martini Research Group
      • Aug 2017 - Aug 2023

      Experiences:• Calculated the mechanical properties including the elastic modulus and Poisson’s ratio of 2D materials as well as carbon nano-compositions, carbon nanotubes, and graphene sheets • Designed simulations of diffusion of sulfur atoms during the process of thin film growth under different operational conditions including heating, loading, and sliding• Established the first protocol to grow thin films using reactive molecular dynamics simulations• Discovered the chemical reaction pathways for several chemical systems including sulfur-containing organic chemicals and ferrous surfaces, phosphate conversion on iron oxide, and decomposition of toxic chemical compounds • Modeled nano-scale mechanical parts and liquid lubricants as well as several solid lubricants• First-time designed and investigated the realistic lubrication processes (including base oils and oxide surfaces)• Modeled conductive Atomic Force Microscopy (c-AFM) to study the lattice structures of 2D materials• Developed several new ReaxFF forcefields for Ni/S/Mo interactions, Mo/C interactions, and Fe/P/O/C/H interactions • Introduced the state-of-the-art quantitative Ronchi test for wave-front aberration measurements of optical devices using image processing Show less

    • United States
    • Higher Education
    • 700 & Above Employee
    • Research And Teaching Assistant
      • Aug 2015 - Aug 2017

      Experience • Molecular dynamics simulations, mechanical properties of nano-compositions of carbon nano-tubes and graphene sheets, C programming Experience • Molecular dynamics simulations, mechanical properties of nano-compositions of carbon nano-tubes and graphene sheets, C programming

    • Iran
    • Education Administration Programs
    • 1 - 100 Employee
    • English Teacher
      • Sep 2011 - May 2013

Education

  • University of California, Merced
    Doctor of Philosophy - PhD, Mechanical Engineering
    2017 - 2022
  • The University of Akron
    Master of Science (M.Sc.), Condensed Matter and Materials Physics
    2015 - 2017
  • University of Tehran
    Bachelor of Science (BSc), Physics
    2009 - 2014

Community

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