Biography

Lecturer Assistant at port said university 

Educational Qualification

Master of Science (MSc) in Applied Statistics – Biostatistics Faculty of Commerce, Port Said University 2023 – 2025-Thesis:" Using Joint Models to Enhance the Estimation Accuracy of Survival Data, "Using R • Research focus: survival analysis, joint models, medical statistics, predictive modeling.-Collecting real and actual data from the Breast Cancer Research Center at Mansoura University Hospital, 2022-2023-Postgraduate Diploma in Applied Statistics 2018 -2020. • Ranking: First in class and among the top 3 in the entire university.- Bachelor's in Applied Statistics and Computer Science, June 2018. • Ranking: First in major; top ten university‑wide. PhD Preparatory Studies 2025 – Present Research Interests • Survival Analysis & Joint Modelling (LME–Cox) • Medical and Health Data Statistics • Computational Statistics • Predictive Modelling & Machine Learning • Longitudinal Data Analysis • Statistical Programming (R, Python) • Machine learning and AI

Academic And Professional Experience

Master of Science (MSc) in Applied Statistics – Biostatistics Faculty of Commerce, Port Said University 2023 – 2025-Thesis:" Using Joint Models to Enhance the Estimation Accuracy of Survival Data, "Using R • Research focus: survival analysis, joint models, medical statistics, predictive modeling.-Collecting real and actual data from the Breast Cancer Research Center at Mansoura University Hospital, 2022-2023-Postgraduate Diploma in Applied Statistics 2018 -2020. • Ranking: First in class and among the top 3 in the entire university.- Bachelor's in Applied Statistics and Computer Science, June 2018. • Ranking: First in major; top ten university‑wide. PhD Preparatory Studies 2025 – Present Research Interests • Survival Analysis & Joint Modelling (LME–Cox) • Medical and Health Data Statistics • Computational Statistics • Predictive Modelling & Machine Learning • Longitudinal Data Analysis • Statistical Programming (R, Python) • Machine learning and AI

Publications

Improving Survival Predictions in Breast Cancer Patients Using Joint Modelling of Longitudinal and Time-toEvent Data (Master’s thesis).2025 • Manuscript in preparation for submission to a peer‑reviewed journal (Biostatistics / Medical Statistics). • Ongoing research in survival analysis and clinical data modeling.