During October 2024, Nij delivered a Hugging Face API integration for chat completions in the mindcraft-bots/mindcraft repository, expanding the application’s ability to leverage alternative AI models. Working primarily with JavaScript and Node.js, Nij implemented a configuration toggle and updated documentation to support seamless switching between AI providers. The integration was completed rapidly, demonstrating proficiency in API integration and full stack development while focusing on maintainability and ease of experimentation. Although the work was limited in scope, it addressed vendor lock-in concerns and improved developer onboarding by clarifying configuration and usage, reflecting a practical and targeted engineering contribution for the project.