Jaber is a Machine Learning Engineer with expertise in machine learning, deep learning, and artificial intelligence, currently focusing on large language models and their applications in health informatics. He recently earned his PhD from the Department of Industrial & Systems Engineering at the University of Florida. During his doctoral studies, he developed and published several cutting-edge deep learning–based methodologies for health informatics in high-impact, top-tier journals.
Latest
February 2026: Fine-tuned the Qwen2.5-1.5B-Instruct language model to improve its performance on medical Q&A tasks (GitHub Repo).
December 2025: PhDone!
October 2025: INFORMS annual meeting and conference, Atlanta, GA. Title: “Finding Minimal Monitoring Windows for Fetal Risk Prediction: A Two-Stage Machine Learning Framework.”
September 2025: Accepted publication: “Longitudinal Fetal Heart Rate Analysis Identifies Neonates with Metabolic Acidemia Requiring Therapeutic Hypothermia.”
August 2025: Accepted publication: “KANBalance: Kolmogorov-Arnold Network Mitigates Class Imbalance.”
May 2025: Accepted publication: “DEQ-KAN: Deep Equilibrium Kolmogorov–Arnold Networks for Robust Classification.”
May 2025: Accepted publication: “A Hybrid Learnable Fusion of ConvNeXt and Swin Transformer for Optimized Image Classification.”
October 2024: Officially a Ph.D. candidate.
November 2023: Accepted publication: “A Fast-Response Mathematical Programming Approach for Delivering Disaster Relief Goods: An Earthquake Case Study.”
October 2023: INFORMS annual meeting and conference, Phoenix, AZ. Title: “Deep Learning for Fetal Heart Rate Tracing.”
December 2022: Accepted publication: “A Survey of Machine Learning in Kidney Disease Diagnosis.”
Services
- Journals Peer Reviewer:
- Neurocomputing
- Information Fusion
- Applied Soft Computing
- Knowledge-Based Systems
- Artificial Intelligence Review
- Journal of Systems Architecture
- Expert Systems with Applications
- Machine Learning with Applications
- Biomedical Signal Processing and Control
- International Journal of Medical Informatics
- BMC Medical Informatics and Decision Making
- Engineering applications of artificial intelligence
- International Journal of Computational Intelligence Systems
- International Journal of Intelligent Systems
- Computational Biology and Chemistry
- Journal of Intelligent & Fuzzy Systems
- Informatics in Medicine Unlocked
- Frontiers in Artificial Intelligence
- Forensic Science International
- Discover Artificial Intelligence
- Discover Applied Sciences
- Discover Sustainability
- Discover Neuroscience
- Transportation letters
- Healthcare Analytics
- Discover Computing
- npj Digital Medicine
- Multimedia Systems
- Pediatric Radiology
- Cluster Computing
- Discover Analytics
- BMC Oral Health
- Scientific Reports