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Shanekhan/README.md


πŸ‘‹ Hey, I'm Shanzay

Self-Taught Data Science Learner β€’ Public Health & Clinical Data Analyst

I develop actionable insights from clinical and epidemiological datasets, focusing on maternal health, risk stratification, and community health analytics.
I combine Python-based reproducible workflows with statistical and machine learning approaches for public health research.


πŸ” What I Do

  • Data Cleaning & EDA: Transform raw clinical and survey data into actionable insights
  • Epidemiological & Clinical Modelling: Risk stratification, outcome prediction, and disease-stage analysis
  • Visualization: Structured dashboards and charts for publications and reports
  • End-to-End Research Projects: From data acquisition β†’ cleaning β†’ analysis β†’ interpretation β†’ insights
  • Self-Learning: Continuous skill growth through real datasets and public health projects

πŸ› οΈ Toolbox

Programming & Web

Python R SQL HTML5

Data, ML & Analytics

NumPy Pandas Matplotlib TensorFlow ML

Databases

MySQL PostgreSQL

Visualization & Tools

Tableau Jupyter Notebook VS Code Git GitHub


πŸ“Š Technical Skills

Data Analytics & Statistics

  • Exploratory Data Analysis (EDA)
  • Data Cleaning & Wrangling
  • Hypothesis Testing & Risk Factor Analysis
  • Regression Models (Linear, Logistic, Cox)

Machine Learning

  • Classification & Regression
  • Tree-Based & Ensemble Models
  • Feature Engineering & Selection
  • Model Evaluation (Accuracy, F1, ROC, AUC)

Core Strengths

  • Self-Learning Discipline
  • Clear Conceptual Breakdown
  • Reproducible & Clean Code
  • Translating Analysis into Public Health Insights

πŸŽ“ Certifications

Google Advanced Data Analytics

  • ML β€’ Predictive Modelling β€’ Python β€’ Statistics

Google Data Analytics

  • SQL β€’ R β€’ Data Cleaning β€’ Visualization

Additional

  • Deloitte Data Analytics Job Simulation
  • Web Dev Basics (Git, VS Code)

⚑ Current Focus

  • Public Health & Maternal Health ML Projects
  • Strengthening Python, R & SQL Skills
  • Learning Deep Learning for Healthcare Data
  • Improving Tableau Dashboards for Epidemiology
  • Practicing End-to-End Research Workflows

🀝 Connect With Me

πŸ“§ Email: shanzaykhan3002@gmail.com
πŸ”— LinkedIn: https://www.linkedin.com/in/shanzaykhan-/
πŸ’» GitHub: [Your GitHub link]


⭐ Always learning. Always improving. Always building for public health impact.

Pinned Loading

  1. Liver-Cirrhosis-Severity-Prediction-using-Machine-Learning Liver-Cirrhosis-Severity-Prediction-using-Machine-Learning Public

    Jupyter Notebook 1

  2. maternal-child-health-risk-analysis maternal-child-health-risk-analysis Public

    HTML 1

  3. climate-vulnerability-global-health-analysis climate-vulnerability-global-health-analysis Public

    Jupyter Notebook 1

  4. Skincare_Sentiment-Audit-Wishful-vs-Ordinary Skincare_Sentiment-Audit-Wishful-vs-Ordinary Public

    HTML 1

  5. Silent-Hunger-Discovery-Engine Silent-Hunger-Discovery-Engine Public

    Jupyter Notebook 1