Portfolio Grid

Cyberbullying Detection

Developed an NLP model to detect cyberbullying in social media text, analyzing features that contributed to cyberbullying flags, such as language.

Python Pandas, NumPy, Matplotlib scikit-learn Natural Language Processing Feature Engineering

Predicting Student Performance

Built a model using k-nearest neighbors regression with in order to predict student performance based on various factors, such as sleep hours and previous hours studied.

Python Pandas, NumPy, Seaborn scikit-learn Feature Engineering KNN Regression

Spam or Ham?

Designed a logistic regression model to predict whether incoming emails are spam or "ham" (non-spam). Achieved a classifier with 85%+ accuracy through feature engineering and principal component analysis.

Python Pandas, NumPy, Seaborn Logistic Regression scikit-learn Feature Engineering Cross Validation

Friendsgiving

Developed a simple, 2D pixel game from scratch using Java. The goal of the game is to 'talk' to all your animal friends and collect their favorite foods from their home island. Loosely inspired by the popular Nintendo game, Animal Crossing. Used various data structures and algorithms along with OOP to develop the application. I also designed all the visual aspects.

Java Object-Oriented Programming Git Data Structures 2D Graphics Rendering Algorithm Design IntelliJ

tortoises.

Built a small educational website that displays different types of tortoises and three plants in their diet.

HTML CSS JavaScript React

BearMatch

The original iteration of another project, BearPlanner. This site aimed to match students based on schedule similarity and common interests. I developed most of the frontend for this project before it was converted to BearPlanner, where I used MongoDB and other backend tools to develop a schedule generator based on inputs.