December 2024 performance summary: Delivered user-facing chatbot booking experiences for transportation and library services, advanced server-side search and response integration, and strengthened development/testing capabilities. These efforts increased self-service adoption, improved data accuracy, and shortened iteration cycles across campus-client and campus-server repos.

November 2024 performance summary for KMUTT-CampusLink: Delivered significant improvements to the campus chatbot across server and client, focusing on user experience, information retrieval accuracy, and secure access. The work enabled more relevant, timely responses, streamlined information retrieval for courses, programs, and library resources, and strengthened API security and session handling to support scalable usage.

2024-10 Monthly Summary: Progress focused on stabilizing chatbot integration, refactoring backend structure, and aligning client API access. Delivered modular backend for chatbot with a new webhook controller; improved debugging capabilities with temporary token verification disablement for development; and implemented environment-based API configuration and reliable asset loading on the client-side. These changes reduce maintenance cost, improve reliability, and enable faster feature iteration.