MATT CORWIN

I am a Full Stack Developer and lifelong learner. I've been building with Typescript, NodeJs, and React on AWS, and I'm always learning new tech. Check out a couple of my hobby projects below!

Self Hosted Machine Learning

Ask a question about this Wikipedia article on machine learning and an ML model will provide an answer. For example: "What is Machine Learning?"

Recently I deployed an open source machine learning model for text summary in order to explore deploying ML models to AWS. You can play with the model by asking a question about the Machine Learning Wikipedia page. This project centers on an AWS Lambda function backed by a Docker image containing the ML model, with code for scraping text from Wikipedia. Huggingface makes it easy to use open source models. There is so much more to learn in this space!

I built Find Gifts For to play with ChatGPT. It is built on AWS, hosted from S3, and backed by Lambda and DynamoDB. I cached over 16,000 ChatGPT responses for faster response times, which was a major challenge. It is a static site built with Gatsby.

FaloFofo is a site for selling digital education products. It is deployed to AWS and integrated with Stripe for payment, relying on AWS Lambda for the back end communication. I utilized S3 presigned URLs to deliver the products, and deploy with a CI/CD pipeline automatically from Github.