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tmbuthia/README.md

👋 Hi there, I'm Timothy!

🚀 Data Scientist | Machine Learning Enthusiast | Aspiring Cloud Engineer
📊 Passionate about predictive modeling, NLP, and AI fairness
⚡ Exploring cloud platforms (AWS, Azure) and big data tools (PySpark)

🛠️ Technologies & Tools

  • Programming: Python, R, SQL
  • Machine Learning: Scikit-learn, TensorFlow, PyTorch, Keras
  • Big Data: PySpark, Hadoop
  • Cloud: AWS, Azure
  • Web Development: Flask, Dash

🛠️ Tech Stack

🔥 Featured Projects

⚔️ 🚢 Predicting Naval Battle Outcomes
Analyzing Portuguese naval battles (1583–1663) using machine learning models.

📝 📜 YouTube Spam Filter Using Naive Bayes
Implementing a spam filter using the Naive Bayes classification approach to classify YouTube comments as spam or non-spam.

⚔️ 🏗️ Steel Plate Fault Detection
Predicting types of faults in steel plates using a neural network model.

✈️ 🛫 Airline Safety Clustering
Applying agglomerative and divisive clustering to analyze airline safety records.

🎯 ⚾ Predicting MLB World Series Outcomes
Using SVM models and parameter optimization to predict which teams make it to the World Series.

🌍 Let's Connect!

💡 Currently Learning: OCR applications, PySpark, cloud computing (AWS, GCP, Azure)
🎯 Looking for opportunities in AI, Data Science, and Data Analytics!

Popular repositories Loading

  1. Covid-tableau-project Covid-tableau-project Public

  2. KNN-and-LR-excercises KNN-and-LR-excercises Public

    KNN and Logistic Regression excercises

  3. Passenger-Survivability-Prediction-Using-Logistic-Regression-and-kNNracy-Accident-Survivors Passenger-Survivability-Prediction-Using-Logistic-Regression-and-kNNracy-Accident-Survivors Public

    This project analyzes a dataset containing information about vehicle crash accidents in the USA. The focus is on predicting the survivability of passengers based on their age and vehicle speed usin…

  4. Steel-Plates-Faults-Prediction-Using-Neural-Networks Steel-Plates-Faults-Prediction-Using-Neural-Networks Public

    This project focuses on predicting types of faults in steel plates using a neural network model. The dataset used contains various numeric attributes describing the characteristics of steel plates,…

    Jupyter Notebook

  5. Predicting-Portuguese-Naval-Battle-Outcomes-Using-SVM-and-Classifiers Predicting-Portuguese-Naval-Battle-Outcomes-Using-SVM-and-Classifiers Public

    Jupyter Notebook

  6. YouTube-Spam-Filter-Using-Naive-Bayes YouTube-Spam-Filter-Using-Naive-Bayes Public

    This repository contains a project that implements a spam filter using the Naive Bayes classification approach to classify YouTube comments as spam or non-spam.

    Jupyter Notebook