Sara K. Ibrahim, PhD

Sara K. Ibrahim, PhD

Followers of Sara K. Ibrahim, PhD923 followers
location of Sara K. Ibrahim, PhDEgypt

Connect with Sara K. Ibrahim, PhD to Send Message

Connect

Connect with Sara K. Ibrahim, PhD to Send Message

Connect
  • Timeline

  • About me

    ML Engineer || Assistant Professor at Zagazig University

  • Education

    • Zagazig University

      2019 - 2022
      Doctor of Philosophy - PhD Artificial Intelligence - Machine Learning

      Thesis Title: "An Artificial Intelligent System for Climate Change Detection based on Hyperspectral Imaging".

    • Zagazig University

      2016 - 2018
      Master of Science - MS Artificial Intelligence

      Thesis title: "Spacecraft performance analysis and fault diagnosis using telemetry-mining".Abstract:In this thesis, artificial intelligent techniques are used to analyze the performance of satellite and its subsystems and diagnose operational faults. The case study and source of telemetry data are acquired from Egyptsat-1 satellite which has been launched in April 2007 and lost communication with ground station late in 2010.The performance analysis of this systems has been carried… Show more Thesis title: "Spacecraft performance analysis and fault diagnosis using telemetry-mining".Abstract:In this thesis, artificial intelligent techniques are used to analyze the performance of satellite and its subsystems and diagnose operational faults. The case study and source of telemetry data are acquired from Egyptsat-1 satellite which has been launched in April 2007 and lost communication with ground station late in 2010.The performance analysis of this systems has been carried out using different machine learning techniques: autoregressive integrated moving average, multilayer perceptron, recurrent neural network-RNN, long-short term memory RNN-LSTM, gated recurrent unit GRU, deep learning LSTM, deep learning GRU. Machine learning techniques have been applied to identify operating modes and corresponding telemetry parameters, and then logical analysis of data has been used in conjunction with fault tree analysis to determine the most probable reason of failure in satellites. Show less

    • Zagazig University

      2009 - 2014
      Bachelor of Science (BSc) Computer Engineering
  • Experience

    • Zagazig University

      Sept 2014 - now

      Help in teaching the following courses:Artificial Intelligence - Algorithms and Data Structures - Machine Learning - Big Data - Operating Systems - Computer Networks - Digital Signal Processing - C - JAVA - MATLAB programming - Visual Basic and Labs

      • Assistant Professor

        Jan 2023 - now
      • Teaching and Research Assistant

        Sept 2014 - Dec 2022
    • EgSA-Egyptian Space Agency

      Sept 2020 - Oct 2023
      Machine Learning Engineer
  • Licenses & Certifications

    • Intel Ideation Workshop

      Intel & Egypt Innovate
      Sept 2013
    • Microcontroller & PCB

      Nov 2012
    • Image and video processing: From Mars to Hollywood with a stop at the hospital

      Coursera