Chaz Winter

Full Stack Software Developer

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My Projects

World Series of AI Poker

A multi-episode cinematic AI tournament series where multiple Large Language Models compete in Texas Hold'em, learning new strategies over time to optimize their performance and defeat the other AI agents.
Built with a Python backend that manages game logic, hand evaluation, and live communication between multiple AI agents, and a Unity front-end that renders full TV broadcast-style episodes.
The system orchestrates real-time AI decision-making via API communication, and outputs replayable JSON game data for voice creation, animation, and video production. The series is available with subtitles in both English and Thai!

Python • Unity • LLM APIs • AI Machine Learning • Motion Graphics • Video Production
World Series of AI Poker
Stitch-uations (Letter Boxed Clone)

Stitch-uations is a strategic word-linking game based on the popular NYT Letter Boxed format. Players must use all letters on the perimeter of the box to form words, with the final letter of one word becoming the starting letter of the next. Players can play the New York Times Letterboxed Archive, create their own custom games, share them with friends, and play the NYT daily game as soon as it is available.
I built this using React to handle complex state management and word validation against a custom dictionary API created with AWS Lambda and API Gateway.
The game is playable in 7 languages, and the User Inferface is available in 13 languages, including Hebrew and Thai!

View Code on GitHub
React • TypeScript • CSS3
Python • AWS CDK • API Gateway • AWS Lambda • DynamoDB
Stitch-uations Gameplay Screenshot
Scrabble Trainer

A specialized utility designed for competitive Scrabble and Words With Friends players to train vocabulary and strategy.
Practice building 7 letter bingos, 8 letter bingos, and train on specialized dictionaries, including JQXZ words, vowel-heavy words, 0-vowel words, and more.

View Code on GitHub
Vanilla JS • HTML5 • JSON
Scrabble Trainer Interface

About Me

I am a software developer focused on creating fun, engaging software that challenges the mind. These games are part of an ongoing portfolio to explore back-end architecture and front-end user interface design through a wide variety of platforms. Each project is constantly improved based on user feedback.

Beyond coding, I enjoy video editing/production, learning languages (currently learning Thai), playing guitar, and playing with my cat, Lucky. Feel free to connect with me through the links below!

Chaz Winter