Data Panel
Using software, simulation, and data to understand systems, improve decisions, and communicate engineering work clearly.
Focus Areas
Relevant Projects
Digital Tools & Analysis
Analyzed 561 songs over five decades using NLP to track sentiment and linguistic shifts in Arabic music.
University
Identified significant shifts in sentiment and linguistic content, correlating music trends with regional cultural changes.
Digital Tools & Analysis
Analyzed 1,891 songs from 1920–2022 using Python and NLP to quantify shifts in sentiment and offensiveness.
University
Identified a significant trend toward negative sentiment and increased offensiveness in modern Egyptian music, providing actionable data for cultural policy.
Digital Tools & Analysis
Developed a modular MATLAB suite to solve non-linear orbital equations using Newton-Raphson and multiple linear solvers.
University
Successfully validated all numerical methods against analytical solutions with high precision.
Digital Tools & Analysis
Developed a MATLAB-based computational tool to model lung mechanics and calculate respiratory work using 3rd-order polynomial interpolation and multiple numerical integration techniques.
University
Successfully validated three numerical integration methods against analytical solutions, providing a versatile tool for ventilator parameter optimization.
Digital Tools & Analysis
A multi-platform automated system providing real-time course availability alerts and algorithmic schedule generation for university students.
University
Automated real-time monitoring for high-demand courses and a conflict-free scheduling algorithm.
Digital Tools & Analysis
Developed a high-fidelity MATLAB tool to predict shock wave locations and map fluid property distributions in CD ducts.
University
Automated the identification of five distinct flow regimes and provided real-time visualization of Mach, pressure, and temperature gradients.
