Hello and welcome to my portfolio site. My name is Sean and I am a software engineer with experience in machine learning, data science, and web development.

Background

A bit of background about myself. I graduated from university at the start of the COVID pandemic in 2020. My first job as a graduate was at Hummingbird Drones in 2021 where I worked on the Hummingbird Network project before switching to the Fire AI project. It wasn't until 2022 that we hired another developer. Until this point, I implemented and deployed the web app, cloud infrastructure, machine learning components, and GIS components.

Skills

In terms of web development, I am proficient in the use of Reactjs & NextJS, TailwindCSS, Docker, Terraform, and AWS. In the realm of data science, I have some experience in customer segmentation, customer lifetime value prediction, and churn prediction. My knowledge of machine learning focuses on computer vision and NLP, and I have experience working with RCNN models and detection tasks.

Thanks

Thanks again for visiting my site. While you are here, enjoy an image of my partner's family dog, Timmy. This image was generated using a dreambooth model fine-tuned on 20+ images.