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Gcode Agent

LLM Recruitment Chatbot

AI & ML

Overview

An AI assistant built with the Mastra framework to support PFLL's student outreach efforts.

Highlights

  • 1Worked under mentorship to improve backend architecture and DevOps workflows for an LLM-powered chatbot
  • 2Explored Mastra and behavior-based design patterns using retrieval-augmented generation (RAG)
  • 3Built experience with Docker, Codespaces, and GitHub Actions for local development, testing, and CI

Project Details

Timeline
March 2025 - May 2025
Organization
PFLL

Technologies

MastraLLMCI/CDTypeScriptDockerGitHub ActionsRAG