A statistician bridging statistical modeling, data analytics, and software development. Passionate about uncovering data-driven insights and building practical software solutions.
- B.S. in Statistics – Mimar Sinan Fine Arts University
- Multivariate Statistical Analysis: Dimensionality reduction (PCA, Factor Analysis), clustering (K-Means, Hierarchical), discriminant analysis, and MANOVA
- Categorical Data & Predictive Modeling: Multiple Correspondence Analysis (MCA via Adjusted Burt Matrix), Multinomial & Binary Logistic Regression
- Domain Focus: Biostatistics, clinical trial evaluation, and public health microdata analytics
- Visualization & Reporting: Reproducible research, publication-grade factor maps, biplots, and statistical reporting in R
Languages & Analysis:
Tools & Visualization:
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Public Trust in Traditional & Complementary Medicine: Academic working paper analyzing Wellcome Global Monitor survey microdata (
$N=790$ ) using Adjusted Burt Matrix MCA and Multinomial Logistic Regression. -
ACTG 175 Clinical Trial Multivariate Analysis: Comprehensive biostatistical evaluation of HIV-1 disease progression (
$N=2,139$ ) using MANOVA, PCA, Factor, Cluster, and Logistic Regression models. -
Telco Customer Churn Analysis: Categorical data analysis & predictive modeling (
$N=7,043$ ) uncovering churn drivers via MCA and Logistic Regression in R and SPSS. -
Longitudinal Life Satisfaction Poster: Academic statistical poster analyzing TÜİK microdata (2003–2025) using
ggplot2andtidyverse.
