Abdullah Shamout

Experience

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  RealSoft Advanced Applications

  Jul 2023 - Aug 2023

  Software Developer

  • Developed a product supplier-retailer application with the mobile development team using flutter• Developed some APIs for the supplier-retailer application using the .NET framework• Utilized MySQL as the database management system and worked on some structural migrations

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  SiMiT lab

  Nov 2023 - Jul 2024

  Undergraduate Student Researcher

  Student Researcher in the field of Artificial Intelligence at SiMiT Lab (Smart interaction and machine intelligence technologies lab)• Developed several insect classification and identification models using TensorFlow and PyTorch• Worked with multi-label classification models that work on a taxonomic level• Employed probabilistic prediction thresholds and utilized transfer learning• Did an extensive literature review of state of the art employed technologies in the field

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  Beko Corporate

  Aug 2024 - Sept 2024

  Research And Development Intern

  • Created a dataset that relates the designs of TVs to their EMI signals using Anechoic Chambers• Worked on creating an application to create the dataset automatically into a compact labeled form using tkinter• Developed ML and DL models using Sklearn and TensorFlow for the prediction of EMI signals• Dealt with multivariate series forecasting, dataset optimization, and big data analysis• Dealt with data visualization and preprocessing using pandas and seaborn

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  Cezeri Yapay Zeka Robotik Teknolojileri

  Oct 2024 - now

  Artificial Intelligence Engineer