Experience

  1. R&D Junior Engineer

    AIC-MCIT
    • Developed multi-spectral models for crop segmentation and DICOM pipelines for breast cancer screening.
    • Optimized deep learning models for deployment with pruning and quantization.

  2. Open Source Contributor

    Flower Labs
    • Replicated the FedPara paper and integrated the implementation into the Flower framework.

  3. Researcher

    Fatima Fellowship
    • Extended learning-based Luenberger observers to nonlinear dynamical systems.
    • Built Python frameworks for PINN experiments.

  4. Software Engineering Intern

    DELL Technologies
    • Developed AI-driven solutions for scientific breakthroughs and 5G digital twin optimization.

Education

  1. MSc Machine Learning

    Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
    Research Interests: NLP and Reinforcement Learning, focusing on reasoning for LLMs under the supervision of Dr. Salem Lahlou and Dr. Martin Takac.

  2. MSc Computer Science

    Faculty of Engineering, Alexandria University

    GPA: 4.0/4.0

    • Developed a multi-granular Arabic text retrieval model.
    • Courses: Natural Language Processing, Reinforcement Learning, Simulation Techniques.
    Read Thesis

  3. BSc Computer and Communication Engineering

    Faculty of Engineering, Alexandria University

    Graduated in the top 5%. Thesis: Designed a personalization scheme for federated learning with SMPC aggregation.

    • Courses: Algorithms, Operating Systems, Networks, Distributed Systems.
Skills & Hobbies
Technical Skills
Python
Graph Learning
Reinforcement Learning
Python
Data Science
SQL
Hobbies
Boxing
Kayaking
Car Mechanic
Photography
Chess
Awards
Mckinsey Forward Program Certificate
McKinsey & Co. ∙ December 2024
  • Developed Leadership Skills: Mastered the art of leading with influence, making strategic decisions, and inspiring teams through collaborative and adaptive leadership techniques.
  • Enhanced Problem-Solving Abilities: Gained a structured approach to tackling complex challenges, leveraging critical thinking, and innovative solutions.
  • Improved Communication Skills: Learned effective communication strategies, including active listening, persuasive storytelling, and engaging presentations.
See certificate
InSilico Drug Discovery Hackathon Winner
InSilico Medicine ∙ March 2024
Ranked first in the InSilico Drug Discovery hackathon.
NeurIPS Workshop Winner
NeurIPS Workshop ∙ December 2023
Ranked first in both black-box and beige-box watermarking tracks for the “Erasing the Invisible” workshop. Developed novel watermarking and diffusion-based adaptive attack techniques.
Google Hash Code Finalist
Google ∙ February 2022
Ranked in the top 5% globally in Google Hash Code 2022.
Mate ROV Global Finalist
Mate ROV Competition ∙ August 2021
Achieved 3rd place worldwide and 1st in the Arab Regional; awarded “Best ML Team” in 2021.
Microsoft Azure ML Challenge Winner
Microsoft Azure ∙ June 2021
Ranked first in the Microsoft Azure ML ROV Challenge 2021.
Languages
C2%
Arabic
C1%
English
C1%
French
A2%
German