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AtefeAsadi/README.md

Atefe Asadi — Statistics, Data Science and Machine Learning

Hi, I'm Atefe 👋

I have an MSc in Statistics and I’m interested in Data Science, Machine Learning, and research.

I enjoy working with real-world data, building models, exploring patterns, and learning how statistical methods and machine learning can work together.

About Me

  • MSc in Statistics
  • Interested in Data Science & Machine Learning
  • Working mainly with Python and R
  • Interested in health, education, and research data
  • Learning and building projects along the way

Selected Projects

MERF Simulation

My MSc research project, focused on Mixed Effects Random Forest and Mixed Effects Random Tree for hierarchical data.

R Random Forest Mixed Models

CV Analyzer

A CV analysis project using R Shiny and local AI models.

R Shiny LLM Docker

Customer Analytics

Customer behavior analysis using RFM, KPIs, and business metrics.

Python Pandas RFM

Tools I Use

Programming

Python · R · SQL

Data & Machine Learning

Pandas · scikit-learn · lme4 · randomForest

Analytics & Tools

Power BI · SPSS · Git · GitHub

What I'm Interested In

Statistics · Machine Learning · Data Science · Mixed Models · Health Data · Educational Data

StudyBuild

I’m the founder of StudyBuild, a community where we learn data science and research through practical projects.

Connect

GitHub

Statistics · Data Science · Machine Learning

Learning, building, and working with real-world data.

Pinned Loading

  1. MERF-simulation MERF-simulation Public

    MSc thesis project – model comparison on clustered data

    R 9

  2. maternal-health-risk-stratification maternal-health-risk-stratification Public

    Interpretable maternal health risk classification using Logistic Regression, error analysis, and grouped sensitivity analysis.

    Jupyter Notebook 3

  3. Academic-Stress-Student- Academic-Stress-Student- Public

    how are study load, sleep quality, and social support related to students’ stress levels?

    Jupyter Notebook 1

  4. data-science-ml-roadmap-planner data-science-ml-roadmap-planner Public

    A free 24-week digital planner for learning Data Science and Machine Learning through a structured roadmap.

    1

  5. iran_cv_analyzer- iran_cv_analyzer- Public

    AI powered resume analyzer with career roadmap generation using R, Shiny and local LLMs

    R 6 1

  6. StudyBuildCommunity/studybuild-customer-analysis-02 StudyBuildCommunity/studybuild-customer-analysis-02 Public

    Project 02 of StudyBuild: Analyze customer behavior, generate business insights, and make data-driven decisions using Python.

    Jupyter Notebook 34 52