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Mariam Bleibel

Deep Learning Specialist at Applai

Cairo, Egypt

Work Experience

  • Deep Learning Specialist

    Applai

    Nov 2024 - Present -6 months

    Egypt

    • Job Details:Implemented neural network architectures using PyTorch, applied transfer learning and fine-tuning techniques to LLMs like BART, conducted model evaluation, hyperparameter tuning, and error analysis to refine performance and ensure robustness, helped in mentoring students and fellow learners in the workshops.
  • Machine Learning Specialist

    Applai

    Sep 2023 - Oct 2024 -1 yr, 1 month

    Egypt

    • Job Details:Learned the fundamental concepts of machine learning algorithms using Python, assisted in the implementation of machine learning models under the guidance of senior team members, collaborated with a team to understand business requirements and translate them into machine learning solutions, visualized ML insights using open-source libraries, implemented model pipelines including preprocessing, training, cross-validation and hyperparameter tuning, served as a mentor during summer training programs and workshops.
  • Problem Solving Trainee

    Acmascis

    Oct 2022 - Feb 2023 -4 months

    Egypt

    • Job Details:Solved problems on competitive programming platforms such as Codeforces using C++, participated in coding contests and competitions to hone problem-solving skills, analyzed problem statements to formulate efficient and optimal solutions.
  • Education

    • Bachelor's Degree in Scientific Computing

      Ain Shams University (ASU)

      Jan 2022 - Jan 2026 - 4 yr

    Skills

    • Python
    • C#
    • SQL
    • Scala
    • JavaScript
    • HTML
    • CSS
    • RNN
    • CNN
    • LSTM
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    Languages

    • English

      Fluent
    • Arabic

      Fluent
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