Projects

Here are some of the projects I’ve worked on:

Recommending IDEs to Developers using Sentiment Analysis and Stack Overflow Tags

Created a complete pipeline for recommending interactive development environments based on sentiment analysis on Stack Overflow posts leveraging the tagging system to analyze relationships between users and posts.

• Technologies: Python, Jupyter Notebooks

Ruger Bot

A bot made for my personal Discord server, but made it open-source for everyone to try.

• Technologies: Python, Discord API
• GitHub: Link to Repository

Image Clustering with Discrete Wavelet Transform on CT Scans

Performed Image clustering on CT scans while exercising texture analysis and feature extraction through the use of Discrete Wavelet Transform.

• Technologies: Python, Scikit-Learn
• GitHub: Link to Repository

Street Sign Classification

One of my first machine learning models was a CNN model for identifying street signs.

• Technologies: Python, TensorFlow, Computer Vision
• Description: Developed a convolutional neural network to classify different types of street signs for potential autonomous vehicle applications.
• GitHub: Link to Repository

Machine Learning Research Projects

Computer Vision for Inventory Management Systems

• My master’s thesis work developing computer vision solutions for inventory tracking.
• Technologies: Python, OpenCV, Deep Learning

Explainable Machine Learning Models

• Research on making black-box machine learning models more interpretable.
• Technologies: Python, TensorFlow, Scikit-learn

More Projects Coming Soon

I’m constantly working on new projects. Check back for updates or visit my GitHub profile for the latest work.