About Me

🧠 Research Interests & Contributions

I’m passionate about applying AI to solve real-world problems — especially in healthcare, science, sustainability, and transparency. My research sits at the intersection of technical innovation and social impact, with a strong focus on making AI explainable, useful, and responsible.

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Research Focus Areas

• AI & Machine Learning: Learning theory, interpretability, generative models, reinforcement learning

• Healthcare & Neuroscience: Clinical decision support, biomedical data analysis, neuroimaging

• NLP for Science: Automating methodology extraction to improve research reproducibility

• Sustainable AI: Data-driven solutions for climate and behavioral sustainability

• Human-Centered AI: Exploring intelligence from both philosophical and mathematical angles; building ethical, transparent systems

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Research Contributions

• Dataset Publication (2024), Johns Hopkins University
  Co-authored a Parkinson’s study on remote motor assessment
  Citation: Elshourbagy, A., Mostafa, S., Allouzi, S., Mohamed, A., et al. (2024). Mendeley Data, V1.

• Conference Abstract (2024), Conduct Science Proceedings
  Co-developed NexusGraph – an NLP system using GPT to extract research methods and materials from scientific papers
  Result: Extracted 470+ materials and 50+ reproducible instructions from 50+ papers
  Citation: El Ariss, A. B., Kijpaisalratana, N., Yuan, J., Mohamed, A., Corscadden, L. (2024)

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Presentations & Conferences

• AI for Sustainable Energy – Climate Change Summit, Egypt (2022)

• ED Flow Simulation App – Upcoming talk on predictive analytics in emergency care (Harvard/Harvard Med)

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Awards & Recognition

• Egyptian Computer Science Excellence Award (2023)

• Climathon Winner, Egypt University of Informatics (2022) — Built AI-powered climate solutions with a multidisciplinary team

📫 Let’s Connect!

If you’re interested in leveraging AI for business intelligence, automation, or research, whether you’re exploring AI for business optimization, scientific research, or innovative applications, I’m always open to meaningful collaborations. Let’s build something impactful together!

• 📩 Email

• 🔗 Linkedin