Portfolio

🚀 My Projects

A collection of my coolest projects showcasing machine learning, data science, and software development skills. Click on any project to view the full details.

📊

Linear + Quadratic Discriminant Analysis

Implemented LDA and QDA classifiers from scratch using only NumPy.

Machine Learning
🌳

Random Forest Classifier

Built a Random Forest classifier from scratch using NumPy and SciPy.

Ensemble Methods
🎯

K-Nearest Neighbors

Implemented K-Nearest Neighbors algorithm for pattern recognition and classification tasks.

Classification K-NN
🛡️

Spam vs Ham Classification

Developed an email classification system to distinguish between spam and legitimate emails.

ML
🏠

Housing Price Prediction

Built a housing price prediction model using regression techniques.

Regression Data Analysis
🐜

Ant Colony Simulation

Created a tower defense game called Ants vs. Some Bees.

OOP