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I believe teaching should balance theory with practice, inspiring students to think critically and apply knowledge through real-world projects. My goal is to create an inclusive and supportive environment where students build confidence, develop problem-solving skills, and prepare for both academic and professional success.
Researcher at Universidad de Sevilla.
Assistant Lecturer
Noble Technical Institute | Erbil, Iraq. January 2025 - June 2025
Web Developer and Team Supervisor
Tishk International University | Erbil, Iraq. 2017-November 2021
(UN – IOM) - International Organization for Migration – Iraq Mission Freelance – Data Encoder.
- Freelance – Graphic Designer.
- Worked as full-time IT, handed technical troubleshooting within an enterprise environment.
(UN – IOM) - International Organization for Migration – Iraq Mission - - University Internship.
Artificial Intelligence, Machine Learning, Deep Learning, and Data Science with a focus on:
- Bioinformatics
- Generative Models
- AI Ethics
- AI in Healthcare and Drug Discovery
- Data Science
- Generating Synthetic Data
- Data Structures and Algorithms.
- Basic Programming with Java.
- Multimedia Processing.
- Computer Skills
- Academic Debate.
- Supervising three graduation projects.
Publication 1: Ahmed, H.A., Nepomuceno, J.A., Vega-Márquez, B. et al. Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data. Int J Data Sci Anal (2025). https://doi.org/10.1007/s41060-025-00816-w
Publication 1: Ahmed, H. A., Nepomuceno, J. A., Vega-Márquez, B., & Nepomuceno-Chamorro, I. A. (2023, August). Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks. In International Conference on Soft Computing Models in Industrial and Environmental Applications (pp. 111-120). Cham: Springer Nature Switzerland.
Publication 2: Ahmed, H. A., & Alizadeh, F. (2023, October). Indoor Sign Recognition System for Visually Impaired People. In 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) (pp. 1-6). IEEE.
- Jornadas Andaluzas de Bioinformática (JABI) Universidad de Málaga| Málaga, Spain | May 2025.
- Jornadas Andaluzas de Bioinformática (JABI) Universidad de Granada | Granada, Spain | June 2024.
-Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) | November 2023.
-Jornadas Andaluzas de Bioinformática (JABI) Universidad de Sevilla | Sevilla, Spain | 2023.
- Frontiers of Artificial Intelligence in Health Care Workshop Universidad Internacional de AndalucĂa | Baeza, Spain. November 2022