プロフィール詳細

プロジェクトを作成

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Dr. Muhammad H.に依頼

Korea, South

Data Scientist | Statistical Modeler | R, Python, STATA, SPSS | Machine Learning | SAE | Inequality Indices | DHS

プロフィール概要

Muhammad Hamza is an ambitious PhD student specializing in Biomedical Big Data Analytics at Gyeongsang National University, South Korea. He has established a robust foundation in statistics, completing his BS in Statistics from the University of Haripur, Pakistan in 2018, followed by an MS in Statistics from the National University of Science and Technology, Islamabad, Pakistan in 2022. Driven by a profound interest in the convergence of statistics and healthcare, Muhammad Hamza is dedicated to harnessing advanced statistical methodologies, particularly machine learning, to facilitate parameter estimation and small area estimation in biomedical and healthcare data analysis. His academic journey has been distinguished by noteworthy accomplishments and accolades. With an emphasis on machine learning, demography, epidemiology, and health science, Hamza’s PhD research projects will position him to make major contributions to the field of Biomedical Big Data Analytics.

専門分野

• ☆ Biostatistics
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Survey Design
• ☆ Study Design
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Python
• ☆ SPSS
• ☆ SQL
• ☆ Excel
• ☆ STATA
• ☆ LaTex
• ☆ R
• ☆ Public Health
• ☆ Epidemiology
• ☆ Public Health and Sanitation
• ☆ Health Economics
• ☆ Sustainable Development

サービス

• Writing

Writing Clinical Trial Documentation, Technical Writing, General Proofreading & Editing

職務経験

Biostatistician

Skytech Consultants Inc. (Canada)

1月 2023 - 10月 2024

Lecturer/Instructor

Army Public School and College Kohat cantonment.

1月 2019 - 10月 2020

学歴

PhD

Gyeongsang National University - Korea, Republic of

9月 2023 - 現在

Doctoral (Department of Bio and Medical Big Data)

Gyeongsang National University

9月 2022 - 8月 2026

MS in Statistics (Department of Mathematics, School of Natural Sciences)

National University of Science and Technology Islamabad

- 12月 2022

認定資格

• Global Training on Disaggregated Estimates using Small Area Estimation in R

  UN Big Data Learning UNGP LMS

  https://learning.officialstatistics.org/

  11月 2023 - 現在

出版物

JOURNAL ARTICLE

Muhammad Hamza, Sunghyo Seo, Jongkwon Jo, Youngsoon Kim (2024). Improving I-ELM structure through optimal addition of hidden nodes: Compact I-ELM . Scientific Reports.

Muhammad Hamza, Sathishkumar Veerappampalayam Easwaramoorthy, Shakeel Ahmed (2024). Stratum-specific health outcome estimation in Pakistan using double goal CART . PLOS ONE.

Hamza, M., Mehdi, M., & Sardar, I. (2023). Exploring the Prevalence and Characteristics of Child Labor in District Haripur, Pakistan: A Longitudinal Study. Journal of Managerial Sciences, 17(2), 01-18 .