Ahmad Dabaja

Ahmad Dabaja

Monitoring Blockchain's Transactions

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  • Timeline

  • About me

    Electrical and Informatics Engineer . Data Scientist . Machine Learning Engineer

  • Education

    • Côté PROJETS

      2023 - 2023
      DELF A2 FLE 86/100
    • Université de Nantes

      2021 - 2022
      Master 2 Data Science

      As a part of the ERASMUS+ credit mobility exchange program

    • Lebanese University - Faculty of Engineering III

      2019 - 2022
      Diplôme d'ingénieur Electrical and Informatics Engineering

      - Équivalent à un master- Certifié par le CTI

    • Avignon Université

      2023 -
      Doctor of Philosophy - PhD Federated Learning
    • Lebanese University - Faculty of Engineering III

      2017 - 2019
      Classe Préparatoire
  • Experience

    • Télécom SudParis

      Mar 2022 - Jul 2022
      Monitoring Blockchain's Transactions

      In this work, we have coded several scripts on top of the Ethereum cryptocurrency network to continuously collect data about the transactions sent and the state of the Ethereum Network. The scripts were coded using both the web3 API and Ethers Javascript API. The collected data were visualized and analyzed to explore what affects the pending duration of a transaction. Regression models were also designed based on MLP, CNN, and LSTM to estimate the pending duration. These models were built using Keras API. Show less

    • Ceri - Université d'Avignon

      Nov 2023 - now
      PHD Researcher
    • Carnegie Mellon University

      Sept 2024 - Dec 2024
      Research Internship

      As part of my PhD program, I had the opportunity to undertake this internship with the LION team at Carnegie Mellon University (CMU), facilitated by collaborations between my PhD advisors and the advisors their. During this internship, I became familiar with the dynamic research environment at CMU and advanced my work on energy-efficient Federated Learning (FL).I have conducted an in-depth review of existing methods for reducing energy consumption in FL, implementing and testing these methods, and proposing novel approaches to further enhance energy efficiency. Show less

  • Licenses & Certifications

    • Structuring Machine Learning Projects

      Deeplearning.ai
      Dec 2020
      View certificate certificate
    • Convolutional Neural Networks

      Deeplearning.ai
      Dec 2020
      View certificate certificate
    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Deeplearning.ai
      Dec 2020
      View certificate certificate
    • CCNA: Switching, Routing, and Wireless Essentials

      Cisco Networking Academy
      Oct 2020
      View certificate certificate
    • Introduction to Cybersecurity

      Cisco Networking Academy
      May 2020
      View certificate certificate
    • Neural Networks and Deep Learning

      Deeplearning.ai
      Oct 2020
      View certificate certificate
    • Sequence Models

      Deeplearning.ai
      Jan 2021
      View certificate certificate
    • Huawei Seeds For The Future

      Huawei
      Aug 2021
      View certificate certificate
    • CCNA: Introduction to Networks

      Cisco Networking Academy
      Apr 2020
    • LCPC Certificate of Achievment

      ICPC - International Collegiate Programming Contest
      Oct 2019
  • Honors & Awards

    • Awarded to Ahmad Dabaja
      12th place at Lebanese Collegiate Programing Contest 2020 ICPC 2020
    • Awarded to Ahmad Dabaja
      9th place at Lebanese Collegiate Programing Contest 2019 ICPC Oct 2019