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@ayah-r-abdelghaniGraduate Student in Data Science and Engineering

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In my words

Graduate Student in Data Science and Engineering

Ayah Abdel-Ghani is a graduate student specializing in Data Science and Engineering with extensive research experience in machine learning, explainable AI, and healthcare applications. She has contributed to projects involving COVID-19 detection, network security, and electricity consumption forecasting, and has published multiple research articles in reputable journals and conferences.

Bullet résuméI pulled these bullets from what's on file—purely optional if you'd rather skim than chat with me.

Skills

Machine Learning ConceptsSupervised LearningNeural NetworksConvolutional Neural NetworksFeature Engineering

Experience

Research Assistant at College of Engineering
Qatar University
- Worked on machine learning and explainable AI projects.
- Utilized wearable sensors to detect COVID-19 from cough sounds and vital signs.
- Developed mobile applications and ML models for health diagnostics.
Graduate Research Assistant
Hamad Bin Khalifa University
- Analyzing and forecasting electricity consumption data, including weather integration.
- Working on 2D deep learning-based segmentation of 3D Electron Microscopy volumes.

Projects

Viral-Infection Detection System
Developed a mobile app using Flutter and ML models in Python to diagnose health conditions from cough sounds and vital data.
FlutterPythonTensorFlowKerasEdge ImpulseFlask
COVID-19 Detection from Cough and Vital Signs
Utilized machine learning and wearable sensors to detect COVID-19 infection from patient cough sounds and vital signs.
Machine LearningWearable Sensors

Education

Master of Science in Data Science and Engineering
Hamad Bin Khalifa University
Bachelor of Science in Computer Science
Qatar University