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Mali Chavooshi

Mali Chavooshi

Researcher

Followers of Mali Chavooshi1000 followers
location of Mali ChavooshiHouston, Texas, United States

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  • Timeline

  • About me

    Ph.D. in Machine Learning | NLP | AI in Healthcare | Mathematics | Data Analysis | Python, R-Studio

  • Education

    • University of Houston

      2018 - 2024
      Doctor of Philosophy - PhD Applied Mathematics 3.8

      Research and Teaching Assistant in Mathematics at the University of Houston since 2018, specializing in Python-based machine learning. Contributed to diverse projects, including Unsupervised Similarity Learning, Convolutional Neural Networks for image classification, and Autoencoder-based solutions for Handwritten Number classification. Developed Autoencoded UMAP-Enhanced Clustering (AUEC) under Dr. Mamonov's guidance, achieving over 97% accuracy on the MNIST dataset.

    • University of Tehran

      2001 - 2005
      Bachelor's degree Mathematics 17.28/20

      At the University of Tehran, I completed my Bachelor's degree in Pure Mathematics. This involved studying the core concepts of mathematics and how they apply in different situations. I learned a lot about problem-solving and gained a good understanding of how math works, which has been very helpful in my further studies and work in math-related fields.

    • University of Tehran

      2005 - 2008
      Master's degree Mathematics

      During my Master's degree, I conducted in-depth research and composed my thesis on algebraic graph theory. This involved an extensive exploration of the application of linear algebraic principles to graph theory, aiming to understand the underlying connections and implications of these mathematical concepts.

  • Experience

    • Institute for Research in Fundamental Sciences (IPM)

      Jan 2008 - Jan 2021
      Researcher

      I collaborated with Dr. Akbari, a professor from Sharif University of Technology, guiding a graduate team at IPM on diverse research projects. Our collective research endeavors resulted in the publication of multiple papers, concentrating on graph theory, in collaboration with respected academics and researchers.

    • University of Science and Culture

      Sept 2008 - Feb 2009
      Mathematics Instructor

      I successfully delivered comprehensive General Mathematics education during my teaching as a University Lecturer at the University of Science and Culture in Tehran, Iran.

    • University of Applied Science and Technology

      Sept 2009 - Sept 2012
      Mathematics Instructor

      As a university instructor at the University of Applied Science and Technology in Tehran, Iran, I conducted courses encompassing Statistics, Probability, and General Mathematics. These courses involved comprehensive teaching, covering fundamental concepts and practical applications in these subjects.

    • Farzanegan High School for Development of Exceptional Talents

      Sept 2012 - Jan 2017
      Mathematics Teacher

      I instructed in diverse mathematics subjects.

    • University of Houston

      Jan 2018 - Aug 2024
      Graduate Research And Teaching Assistant

      Research and Teaching Assistant in Mathematics at the University of Houston since 2018, specializing in Python-based machine learning. Contributed to diverse projects, including Unsupervised Similarity Learning, Convolutional Neural Networks for image classification, and Autoencoder-based solutions for Handwritten Number classification. Developed Autoencoded UMAP-Enhanced Clustering (AUEC) under Dr. Mamonov's guidance, achieving over 97% accuracy on the MNIST dataset.

    • Baylor College of Medicine

      Oct 2024 - now
      Postdoctoral Associate

  • Licenses & Certifications

    • Introduction to Machine Learning

      Hewlett Packard Enterprise Data Science Institute
      Jan 2022
      View certificate certificate

    • Principles of Data Management

      Hewlett Packard Enterprise Data Science Institute
      Jan 2022
      View certificate certificate

    • Scientific Programming with Python

      Hewlett Packard Enterprise Data Science Institute
      Jan 2021
      View certificate certificate