Mingyu Park | Backend Developer

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StartHub - Building an AI BMC Generation Feature with Spring AI

Overview

Building an AI feature that generates a Business Model Canvas from the user's answers

Tech Stack

  • Kotlin
  • Spring Boot
  • MySQL
  • Redis
  • Docker Compose
  • GCP
  • Spring AI

Team

7 members (2 Backend & AI, 3 Web, 2 App)

Period

2025.07

Links

Main Server CodeWeb Service

Details

  1. Overview
    • Implemented an AI feature that generates a Business Model Canvas (BMC) based on the answers a founder provides to a set of questions.
    • Flawed business models account for 20% of startup failures, and the goal was to help founders review this early on.
  2. My Contributions
    • Implemented an LLM-based document generation feature using Spring AI.
    • Implemented LLM-based features across the board, including competitor analysis and a personalized chatbot.
    • Analyzed requirements through consultations and interviews with company operators.