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sethcooliemon4@gmail.com

Hey, I’m Seth Williams 👋. I’m based in Orlando, FL and work as a Simulations Engineer at Forge Nano, where I focus on digital twin and manufacturing initiatives. I have 4+ years of full stack experience, and I also contribute to AI/ML for science projects with Hugging Face.

When I'm not coding, you can find me playing tennis, volleyball, rock climbing, or making cooking videos for my youtube channel!

⚽ 🎾 🏐 🏈 🍳

Developing ML pipelines for food allergy research, including microbiome embedding generation and k-fold evaluation of baseline models for allergic vs. non-allergic patient classification. Current work focuses on refactoring for usability, with upcoming research driven experimentation across datasets.

Responsive country guessing game that can be played in the browser. Built with React and Vite, designed to learn about different countries in a fun way.

Travel Tracker is a full stack web app that lets users track countries they have visited on an interactive world map. It supports multiple users, persists travel history in a Neon hosted PostgreSQL database, and dynamically updates map regions based on saved country codes.

A React-based note-taking app modeled after Google Keep. The project focuses on component driven design, React hooks for state management, and clean UI interactions for creating and removing notes.

Secrets is an authentication focused web app that allows users to register, log in, and anonymously share secrets. It implements OAuth authentication using Passport.js alongside traditional local auth, emphasizing secure user sessions and protected routes.

Designed and built an autonomous Arduino-based robot that detects and follows walls using ultrasonic distance sensors. Implemented real time motor control logic to maintain a consistent distance from obstacles and adjust direction based on sensor feedback.