🐧 Predict penguin species using a machine learning app that analyzes physical traits and habitat for instant, insightful results.

An interactive ML web app predicting Titanic survival using features like age, sex, class, family size, and fare. Built with Python, scikit-learn, and Streamlit, it provides real-time predictions for educational and demo purposes.

An experimental application for detection of plagiarism in source code using NLP techniques and Similarity Detection Algorithms

Customer Churn Prediction Model & Data Pipeline

☯︎ Simulate the winner of a hypothetical fight using machine learning

Open data analysis for the popular exam results by subject with Python, Pandas and MatPlotLib. Skews, biases, correlation and impact of the recent years on the state of the education system in Ukraine

Geospatial ML pipeline predicting river water quality across South Africa using satellite, climate, and terrain data. EY Open Science AI & Data Challenge 2026 — top 10%, R² = 0.44.

This is a Python Simple Linear Regression project that takes in an excel spreadsheet with 2 continuous variables, one independent and the other dependent, and it'll split the data into training and test data on 80/20 ratio. We use the training data to create a model then we use the test data to calculate the Mean Square Error of the model.