Risk prediction
Deterioration, readmission, mortality, triage, or operational risk questions with clear endpoints.
Contact
Let’s work on a problem worth measuring.
I am interested in fully remote AI research and research-engineering roles, healthcare and health-tech collaborations, university/hospital research partnerships, and evidence-driven AI projects.
Professional contact
Ibrahiem Hamed
Applied AI Research Engineer
Missouri City / Greater Houston, Texas, USA
Best-fit conversations: applied AI research, healthcare AI, clinical NLP, trustworthy AI, research software engineering, model evaluation, real-time intelligent systems, and collaboration around non-dilutive R&D or research prototypes.
For hospitals and research partners
A good first conversation starts with the clinical or operational problem—not with a model. I am especially interested in problems that can begin with de-identified/public data and mature toward controlled institutional research with appropriate governance.
Clinical text
Information extraction, retrieval evaluation, longitudinal summarization research, and safety analysis.
Trust & evaluation
Calibration, bias/fairness, failure analysis, reproducibility, model monitoring, and deployment boundaries.