Sleep Efficiency Calculator
This app uses machine learning to predict sleep quality. Built with MLOps best practices, it features an interactive web app where users can input sleep data and receive personalized predictions with visual feedback.
Tools: XGBoost, MLFlow, AWS, Flask, Gunicorn, Docker, Git.
AI Vegan Nutritionist
The AI Vegan Nutritionist retrieves and processes research on vegan nutrition using RAG for contextual responses. It features a Streamlit chat interface and is powered by AWS tools like S3, OpenSearch, and Bedrock.
Tools: LLaMa, Titan, Terraform, AWS, Streamlit, Springer API.
Steam Sales Sensei
An app that predicts how long a game will take to go on sale using data from the Steam and IsThereAnyDeal APIs. It first predicts if the game will go on sale within the first few days, and the if not, then actually predicts how long to go on sale.
Tools: XGBoost, AWS, Streamlit, Docker, Steam/IsThereAnyDeal API.