Ahmad Dabaja

Experience

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  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

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  Ceri - Université d'Avignon

  Nov 2023 - now

  PHD Researcher
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  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