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evans25575/README.md

👋 Hi, I'm Evans Kiplangat

🎓 Applied Statistics with Computing graduate
📊 Data Analyst | Data Engineer | ML Enthusiast
💻 I turn raw data into real business and social impact through data pipelines, machine learning models, and dashboards.

🔧 Technical Skills

  • Languages: Python, SQL, R
  • Libraries: Pandas, NumPy, Scikit-learn, XGBoost, TensorFlow, Matplotlib, Seaborn
  • Tools: Streamlit, Apache Kafka, Spark, MySQL, Git, Power BI, RedCap, ODK
  • Data Workflows: Data wrangling, ETL pipelines, ML modeling, real-time analytics

📂 Featured Projects

🔗 Loan Default Prediction System

ML-powered risk scoring system with Streamlit frontend, SHAP explainability, and Plotly visuals

🔗 Heart Disease Prediction Dashboard

Random Forest classifier on clinical data with a real-time interactive UI using Streamlit

🔗 Real-Time Stock Data Pipeline

Real-time stock tracking using APIs, Kafka, Spark, and MySQL

🔗 Homicide Data Analysis

Exploratory data analysis of crime trends using Python and visualization libraries

🌍 Let’s Connect

Thanks for visiting. I’m always open to collaboration, feedback, or new opportunities.

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  1. Real-time-stock-analysis-pipeline Real-time-stock-analysis-pipeline Public

    This project builds a real-time data pipeline that ingests, processes, and stores data using Apache Kafka, Apache Spark, and MySQL. It simulates streaming data, processes it in real time, and saves…

    1

  2. -Loan-Default-Prediction-System -Loan-Default-Prediction-System Public

    Python

  3. CHEST-X_RAY-PREDICTION-MODEL CHEST-X_RAY-PREDICTION-MODEL Public

    The Chest X-ray Prediction Model uses a Convolutional Neural Network (CNN) to classify chest X-ray images into two categories: Normal and Pneumonia. The model is trained on labeled chest X-ray imag…

    Jupyter Notebook

  4. Heart-Disease-Prediction Heart-Disease-Prediction Public

    Jupyter Notebook