Engineering Case Study 2025-2025

Project Aeon - Modular Local LLM System

A personal offline AI assistant system where data remains local, built with FastAPI, ChromaDB, Vue 3, and Ollama. The project is still in active development.

Project Aeon - Modular Local LLM System

Problem and Approach

A personal offline AI assistant system where data remains local, built with FastAPI, ChromaDB, Vue 3, and Ollama. The project is still in active development.

Technical Learnings

  • Vector database usage and semantic retrieval workflow design
  • FastAPI backend architecture for ML-oriented services
  • Vue 3 Composition API implementation with TypeScript
  • Local LLM runtime integration and iterative optimization
  • Privacy-preserving architecture for offline AI use cases
  • Interoperability patterns across multiple AI tooling layers