Applications on Tarterware

Deployed on AWS
A screenshot of the "RoadRiskPlayground" web application. A map displays four routes near Colorado Springs, CO, while a results table below compares them. The table lists features like "Risk," "Curvature," and "Speed Limit" for each route, showing Route 2 with the lowest risk score (0.224) and Route 1 with the highest (0.414).

Road Risk Playground

A full-stack web application that estimates the relative accident risk for any driving route. Built with React, TypeScript, and Mapbox GL on the front end, it connects to a Python backend running in AWS Lambda. The app analyzes route geometry, lighting, and weather conditions using a trained machine-learning model, all deployed through Terraform to an S3 and CloudFront infrastructure. Click photo above or go to https://road-risk-playground.tarterware.com/

Screenshot of the Playing Card Classifier web app correctly identifying the two of diamonds from an uploaded photo.

Playing Card Classifier

An interactive web app that identifies a playing card from an uploaded or camera image. The model, built with TensorFlow, runs on AWS Lambda through a lightweight Python backend, while the React + TypeScript front end is hosted on Amazon S3 and served via CloudFront. It demonstrates serverless machine-learning inference and real-time user interaction in the browser. Click photo above or go to https://card-classifier.tarterware.com/

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