Hussein Mahdi Al-Rubaie

University of Babylon, College of Information Technology

• Ranked 1st in the taught-coursework year (2024–2025).
• Awarded a Ministry of Higher Education scholarship on the basis of academic performance.
• Thesis: Hierarchical Hypergraph Neural Networks for Multi-Type Drug–Drug Interaction Prediction. Supervisor: Dr. Sura Zaki Al-Rashid, Head of the Software Engineering Department.

University of Babylon, College of Information Technology

• Graduated 2nd in cohort, GPA 87.84 / 100.
• Graduation project awarded a perfect score (100%).

Era Vision

• Era Vision is a research lab dedicated to developing advanced, lightweight AI systems that serve everyone, built on modern technologies and sciences.
• Delivered Era Vision's first system as a prototype: a cascaded hypergraph-based clinical decision support pipeline, presented at IAICT 2026.

Independent

• Delivered more than seven production projects for clients across web and mobile platforms.
• Commissioned to build competition management systems for two university conferences: the College of Sport, Al-Mustaqbal University (2025), and an extended version for the Department of Artificial Intelligence, College of Science (2026).

Digital Logic

• Contributed to three government platforms serving public services across Iraq.
• Bexy Platform — a system streamlining commercial activity in Baghdad Governorate. Optimized the employee management module to improve human-resources efficiency.
• Gas Distribution Project — led development of a navigation system coordinating the distribution of cooking gas to citizens, managing the relationships between the Ministry of Oil, stations, vendors, and end users.
• Ticketing System — built a centralized problem and request management platform integrated across all company projects, giving managers a single place to resolve issues. Owned its maintenance, ongoing development, and per-project customization.

Al-Mustaqbal University

• Built and maintained university web systems, and administered the student registration system.

Hierarchical Hypergraph Neural Networks for Multi-Type Drug–Drug Interaction Prediction

ECAI 2026 — Int. Conf. on Electronics, Computers and Artificial Intelligence, Bucharest, Romania (IEEE Xplore, DOI : 10.1109/ECAI69016.2026.11613729)

2026 · Published

A Cascaded Hypergraph Neural Network–Based Clinical Decision Support System for Drug–Drug Interaction Detection and Type Classification

IAICT 2026 — IEEE Int. Conf. on Industry 4.0, AI and Communications Technology, Bali, Indonesia (IEEE Xplore)

2026 · Published

Predicting Drug–Drug Interactions: A Comprehensive Review of Data, Methods, and Challenges

Kufa Journal of Engineering, University of Kufa, Iraq (Q3)

2026 · Published

Hierarchical Hypergraph Neural Networks for Multi-Type DDI Prediction

ECAI 2026, Bucharest, Romania · 2026

A Cascaded Hypergraph Neural Network–Based Clinical Decision Support System

IAICT 2026, Bali, Indonesia · 2026

Shortlisted from approximately 3,000 national submissions.

Awarded for master's study on the basis of academic standing.

University of Babylon.

University of Babylon, GPA 87.84 / 100.

Author of long-running technical series on Medium, several featured in Medium publications: Pandas Mastery, Neural Networks from the Mathematics Up, and Software Architecture. Also published on Dev.to.

Educational platform on software development and AI, with 19,000+ followers.