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Karimi Zayan is a data engineer with experience in machine learning and research, having worked on projects such as Embodied AI for Computation Perception and Understanding of Spatial Designs and Social Media Analytics. She holds a degree in Computer Science from National University of Singapore and has interned at DSO National Laboratories and Singapore University of Technology and Design (SUTD).

Experience

  • Ailytics
    • Singapore, Singapore
    • Data Engineer
      • Oct 2023 - Jan 2024
      • Singapore, Singapore

    • Research Intern
      • Mar 2021 - Jan 2022

      Project Title: Embodied AI for Computation Perception and Understanding of Spatial DesignsResearch Mentor: Prof Immanuel KohI worked on a project to train a set of deep neural networks to learn the semantics of apartment interiors and exteriors. Data is surveyed based on the pre-exisitng MIT CSAIL Vision's ADE20K dataset, with many of the major scene classes removed to focus on houses and hotels, and a private HDB facade dataset provided by SUTD's Artificial-Architecture Laboratory. The aim of this project is to gain a better understanding of spatial designs using AI. This has been done as part of the Singapore University of Technology and Design (SUTD) Research Mentorship Programme (RMP).

    • Research Intern
      • Jan 2020 - Jan 2021

      Social Media Analytics project mentored by Dr Chieu Hai Leong

Education

  • 2018 - 2023
    NUS High School of Mathematics & Science
    NUS High School Diploma, Computer Science
  • 2022 - 2023
    National University of Singapore
    Computer Science

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