Omid Yousefian

Omid Yousefian

Postdoctoral Researcher Scientist

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location of Omid YousefianNew York, New York, United States

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  • Timeline

  • About me

    Manager, Data Science Models & Methods

  • Education

    • University of South Carolina-Columbia

      2013 - 2015
      Master of Science (M.Sc.) Mechanical Engineering Graduate
    • North Carolina State University

      2016 - 2019
      Doctor of Philosophy (PhD) Mechanical Engineering, Applied Mathematcs

      PhD Research: Quantitative Biomedical Signal Analysis in Time and Frequency DomainSelective Graduate Math Courses: Math Modeling I, Math Modeling II, Advanced Linear Algebra,Differential Equations, Mathematical Fluid Dynamics

  • Experience

    • Columbia University in the City of New York

      Jan 2020 - Apr 2022
      Postdoctoral Researcher Scientist

      Developed mathematical modeling of attenuation in time series for application in ultrasonic signals.

    • Beiersdorf

      Apr 2022 - now

      - Leading the Models and Method team for development, testing and implementation of quantitativeML signal analysis models on cloud based pipelines to assess and quantify the performance ofOTC formulas based on the existing database.- Providing quantitative insights based on the clinical data to help data-driven business decisions-making.- Working with the multi-national R&D team to implement new digitization capabilities and auto-mated signal analysis methodologies for petabytes of raw data, performing feature engineering formachine learning using Python. Show less - Developed and implemented deep learning artificial-neural network models in Python to predictthe efficacy of skincare formulas.- Designed and executed convolutional-neural network image classification models in Python for automated wrinkle clinical grading.- Contributed to a multinational ISO clinical ring study focused on innovative mathematical modelingof skin optical signals.- Conducted quantitative signal analysis using hybrid diffuse reflectance spectroscopy to model optical signals. Show less

      • Manager, Data Science Models & Methods

        Sept 2023 - now
      • Research Scientist

        Apr 2022 - Sept 2023
  • Licenses & Certifications

    • Fundamentals of Quantitative Modeling

      University of Pennsylvania
      Dec 2021
    • Object-Oriented Data Structures in C++

      University of Illinois Urbana-Champaign
      Dec 2021