About Me
Hello, I'm Hana!
I'm a Computer Engineer at Nile University with a strong focus on Machine Learning and Data Science. I enjoy turning data into insights and building intelligent systems that solve real-world problems. Through internships at Huawei and e& Egypt, I've worked on data preprocessing, model training, web development, and network performance analysis.
Alongside my technical journey, I have a deep passion for teaching. I've supported both university engineering students as a junior TA and IGCSE students in math and sciences, which has strengthened my ability to explain complex ideas clearly. I’m also a co-author of an IEEE-published paper, contributing research that reflects my curiosity and commitment to learning. My goal is to continue growing as an engineer, educator, and problem solver.
Skills
Machine Learning & AI
Model development, training, and evaluation · Feature engineering · Federated Learning · Deep Learning (CNNs, NLP).
Data Analysis & Visualization
Data wrangling and statistical analysis · ETL processes · Interactive dashboards with Power BI · Visualization using Matplotlib & Seaborn.
Programming
Proficient in Python, C++, SQL, and Verilog · Experience with frameworks such as Scikit-learn, Pandas, and NumPy.
Hardware & Systems
Digital logic design · Computer architecture · Parallelization with OpenMP · FPGA design and synthesis with Vivado.
My Projects
Verilog Single-Cycle DSP Processor
Designed and simulated a single-cycle CPU with an integrated DSP unit for efficient arithmetic processing. Synthesized for FPGA deployment using Xilinx Vivado.
View on GitHub
Network Fault Node Detection
Developed a machine learning model to identify and predict fault nodes within a simulated network environment, using Python and Scikit-learn.
View on GitHub
C++ OpenMP AutoParallelizer
Developed a C++ tool to automatically parallelize 'for' loops by injecting OpenMP directives. Evaluated performance using Intel® VTune™ Profiler.
View on GitHubProfessional Journey
Math & IGCSE Teaching Assistant
2019 – Present
Support secondary students in Mathematics and Sciences by preparing practice materials, assisting in lessons, and providing one-on-one guidance.
Nile University
2023 – 2024
Junior Teaching Assistant for undergraduate engineering courses, assisting professors, supporting labs, and helping students understand complex concepts.
e& Egypt
Aug 2024
Intern in AI & Web Development, focusing on data preprocessing for ML models and building a prototype full-stack application.
Huawei
Sep 2024
Back Office & RQA Intern, learning network KPIs, monitoring performance, and shadowing engineers in live site upgrades from 2G to 4G.