During May 2025, this developer contributed to the HuanzhiMao/gorilla repository by building centralized API inference support for the QwQ-32B model. They designed and implemented a unified API inference handler for the Qwen API, streamlining integration and improving consistency across backend services. Using Python, they focused on backend development and model deployment, configuring the QwQ-32B model to be accessible through a single API endpoint. This approach reduced downstream integration overhead and established a clear, auditable foundation for future enhancements. The work demonstrated depth in API integration and model configuration, addressing both accessibility and maintainability within the inference pipeline.