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JoshuaXcel/README.md

Excel logo

Hi, I'm Joshua Mudana (Excel) πŸ‘‹

AI & Machine Learning Engineer Β· Building Smart Systems

Portfolio Email X

I'm an AI & Machine Learning Engineer with a background in web development, from Jos and based in Akure, Nigeria. I like turning data and models into tools people can actually use, from trained models to the apps and APIs around them.

πŸ”­ Currently

  • ML Engineer at Growth Hub, where I also teach AI/ML as an instructor
  • Computer Science at FUTA (Federal University of Technology, Akure), class of 2028. I also hold an ND in Statistics.

πŸ› οΈ Building

  • Smart systems and AI tools
  • Chapel of Faith, FUTA: a church website and admin panel. The frontend is live and the FastAPI backend is in progress.

🧰 Tech stack

Python SQL NumPy Pandas Scikit-learn PyTorch TensorFlow Streamlit FastAPI PostgreSQL MySQL HTML5 CSS3 JavaScript

πŸš€ Featured projects

Project What it is
joshuamudana-portfolio
🌐 Live
My personal portfolio site
study-score-predictor Streamlit app that predicts an exam score from hours studied, using a scikit-learn Linear Regression model
review-classification Streamlit app that classifies a customer review as positive or negative (TF-IDF + Logistic Regression)
titanic-model Titanic survival predictor: an SVM (RBF kernel) in a Streamlit app with interactive Plotly charts
weather-app-backend FastAPI + SQLAlchemy backend to fetch, store, manage and export weather data for any location
chapel-of-faith-futa
🌐 Live
Church website and admin panel for Chapel of Faith, FUTA (FastAPI backend in progress)

πŸ“Š GitHub activity

GitHub streak

πŸ“« Let's connect

Open to collaborations on ML and web projects. The best way to reach me is email: mudanajoshua@gmail.com, or see more of my work on my portfolio.

Popular repositories Loading

  1. ExcelVimmuda ExcelVimmuda Public

    Config files for my GitHub profile.

  2. review-classification review-classification Public

    Streamlit app that classifies customer reviews as positive or negative with TF-IDF features and Logistic Regression.

    Python

  3. study-score-predictor study-score-predictor Public

    A Streamlit web app that predicts a student's exam score based on study hours using a Linear Regression model trained with scikit-learn.

    Python

  4. dresscode-app dresscode-app Public

    Swearing-in dress-code guide for the FUTA Students' Union Judicial Council (2026/27): men's and women's attire with photo examples and FAQs.

    HTML

  5. titanic-model titanic-model Public

    Titanic survival predictor: an SVM (RBF kernel) served in a Streamlit app with input validation and interactive Plotly EDA charts.

    Python

  6. csc208-assignment csc208-assignment Public

    CSC 208 Java assignment: a console grading system that records courses, units and scores, computes grades and GPA, and exports a CSV report.

    Java