🦾 Raised in working-class
🤺 Fought for my own path
🆔 Traveled Europe and studied different teaching approaches
🦉 Love to read and talk about social psychology, antropology and history
🏳️🌈 Thrive in diversity where people can bring their full, authentic selves
🔭 I’m currently working on adding my projects in my profile.
🤝 I’m looking to collaborate on HEOR/RWE + data science solutions.
🌱 I’m in parallel repeating my courses and practicing my programming skills.
📌 My Career Journey
🔆 Bielefeld University 🎓 Data Science, MSc | German School of Thought |
🔆 Galatasaray University 🎓 Industrial Engineering, MSc | French |
🔆 Linnaeus University 🎓 Industrial Engineering, BSc - exchange year | Scandinavian |
🔆 Fatih University 🎓 Industrial Engineering, BSc | Turkish & American |
graph LR
A["Engineers make things. Industrial engineers make things better."] --> B["IE, BSc"];
B --> S["Optimization"]
S -..-> C["Production and Planning, Occupational Health and Safety"];
S -..-> F["Operations/Supply Chain Management, Linear Programming"];
S -- Teaser 1: Business --> D["Entrepreneurship, Finance and Economics, Project Management, Business Analytics, Database Management, ERP/Systems Engineering"];
D --> M["5-year working experince in Germany and Turkey in corporate and agile, dynamic start-up environments"];
M --> R["Identifying Inefficiencies, Mapping Workflows, Optimizing Resource Allocation, Designing Data-Driven Improvements, Process Optimization"]
S -- Teaser 2: Academia --> E["Probability Theory, Engineering Satistics, Systems Simulation, Data Mining"];
E --> G["In what ways can these be utilized to advance human well‑being?"];
G -- Trailer 1 was released --> H["IE, MSc"];
H --> I["Causal Inference, Bayesian Inference, Stochastic Processes, Markov Models, MDP"];
I --> O["Health Economics Modelling, Cost-Effectiveness Analysis: Optimal Timing of Insulin Initiation for T2D"];
O --> N["Health Economics and Outcomes Research"];
O --> T["2-year research experience at Koc University - Healthcare Operations Lab"];
N --> J["How can I cultivate my skills required for data‑driven (HEOR) modeling and automated (medical) decision‑making?"];
T --> J;
J -- Trailer 2 was released --> K["Data Science, MSc"];
K --> L["Welcome to my GitHub profile"];
N --> P["🎬 Movie is out soon: Blueprints to Algorithms"];
K --> P;
R --> K;
📌 Learning Library
📌 Production Shelves
🧭 Advanced Statistics, ML, DL, NLP, AI, Real-World Evaluation
🧭 Bayesian Inference, Stochastic Processes, Markov Decision Process, HEOR
| Math Skills | Project | Tech Skills |
|---|---|---|
| Descriptive Statistics Basic Probability Linear Algebra |
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| Numerical Computation Descriptive Statistics Statistical Visualization and Interpretation Parametric Statistical Testing Non-parametric Statistical Testing Regression and Linear Modeling |
 |
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| Distribution Types Central Limit Theorem Bootstraping Confidence Intervals Significance Tests Goodness of Fit Linear Regression Analysis of Variance |
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| Multiple Linear Regression OLS Estimation Hypothesis Testing: F-test Model Selection: R-squared, Leave-one-out Cross Validation, AIC, BIC Model Diagnosis: Linearity, Homoscedasticity, VIF, Influence Analysis - Outliers, Leverage, Cook's Distance, Heteroscedastic Errors - Breusch-Pagan Test, Two-Stage Least Squares, White-Estimators |
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        |
| Disease Modeling and Health Economic Methods Risk and Outcome Modeling Decision Analytics Economic Evaluation Foundations Longitudinal Data Analytics Statistical Modeling Monte Carlo Simulation Dynamic Linear Models (DLMs) Multivariate Risk-factor Simulation Evidence Generation Predictive Analytics Probability & Stochastic Processes Statistical Inference Survival and Risk Analysis |
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| Markov Decision Process Dynamic Programming Matrix-based Cohort Simulation Policy Evaluation Sensitivity Analysis Design Cost-utility Modeling |
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“Let the beauty we love be what we do.”