ai4all

Open-source recursive self-improvement system.

AI4ALL Ignite project applying machine learning to maternal health equity

K-Means Clustering & Random Forest on 3128 US Counties

I worked on a team with Anna Huang and Citlali Haro Franco, under the guidance of our mentor: Sean Crawford. We set out to find the correlation between the type of Cyber Attack that affect the US and the time of year in which they happen.

Predicting sleep quality from lifestyle factors — an AI4ALL Ignite portfolio project, with a live Streamlit demo.

EchoHands is an AI-powered ASL typing game that uses your webcam to recognize hand gestures in real-time. Practice fingerspelling as you match ASL signs with falling letters in a fun, educational challenge.

LSTM vs. GRU deep learning models for next-day stock price prediction.

An example repository for ML model deployment onto StreamLit

A machine learning project for detecting fraudulent mobile payments using the PaySim dataset, comparing Logistic Regression, Random Forest, and XGBoost with reproducible evaluation and an interactive Streamlit demo.

ResNet-50 research prototype for detecting AI-generated faces in an FFHQ-vs-StyleGAN benchmark

a multi-model system that showcases the ability to deconstruct songs, recognizing their instruments, classifying them into genres, and predicting the emotions/moods that the song causes listeners to feel, using artificial intelligence.