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Arshia Nikbakht

Arshia Nikbakht

Followers of Arshia Nikbakht2000 followers
location of Arshia NikbakhtTehran Province, Iran

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  • Timeline

  • About me

    Artificial Intelligence Engineering Student

  • Education

    • University of Isfahan

      2022 - 2025
      Master's degree Artificial Intelligence Current: 17.62/20 (3.769/4)

      2nd rankMy interest has gravitated toward the fascinating realms of evolutionary algorithms and fuzzy logic. Delving into these domains has seamlessly guided me toward the captivating subject of multi-agent Deep Reinforcement Learning, the focal point of my ongoing master's thesis.

    • University of Isfahan

      2018 - 2022
      Bachelor's degree Mechanical Engineering 17.54/20 (3.67/4)

      2nd rankUtilizing Abaqus, I conducted simulations of 3D laminar composites to gather data for constructing a comprehensive Training Dataset. The objective was to develop a deep learning model that takes signal input and, in the output, accurately predicts the delamination position and shape (Bachelor's Thesis).

  • Experience

    • BEHYAAR Co

      Jul 2021 - Sept 2023

      - Treatment Planning System (TPS)- Use trained models on C++ (CLI for C#) to have better run speed response.- TensorFlow and PyTorch models Implementation. - Work as a Deep Learning Researcher and Developer. - Hyperspectral Camera Imaging (Associated with Esfahan's Mobarekeh Steel Co)- Radiology image processing application - Optimization of CNN models for training on lower GPU memory.

      • Artificial Intelligence Engineer

        Aug 2021 - Sept 2023

      • Deep Learning Engineer

        Jul 2021 - Aug 2021

    • بنیاد ملی نخبگان

      Jan 2023 - Sept 2023
      Software Engineer

      Anticipating arrhythmias in ECG signals involves the use of an evolved tree model tailored to conserve CPU resources. This algorithm, designed through evolutionary processes, is adept at prediction while demanding minimal processing power. The model is crafted in C programming language, intended for implementation on microcontrollers.

    • University of Isfahan

      Sept 2023 - Feb 2024
      Teacher Assistant

      Evolutionary Computation, Dr. Hossein Karshenas - Fall 2023

    • Basirtech

      Oct 2023 - now

      Image Mapping: Developed and implemented advanced image processing algorithms to establish accurate mapping between two cameras.License Plate Detection: Designed a swift and accurate area classifier model to detect and modify car license plates from candidate images.Software Integration: Executed comprehensive Google Test implementations and seamlessly integrated custom modules into the main application using a C++ DLL.High-Performance Car Tracking: Leveraged state-of-the-art techniques on NVIDIA Jetson platforms to create a high-FPS car tracker, ensuring optimal performance even during interruptions caused by heavy street traffic. Show less

      • Computer Vision Developer

        Oct 2023 - now

      • Computer Vision Developer

        Oct 2023 - Oct 2023

  • Licenses & Certifications