Research for Personal Projects and Interests

A mixture of thinking and learning about topics that interest me. Pulled from multiple sources, including "Deep Research" LLMs and my own notes.

4 min read

Autonomous Surveillance Drone System for Property Monitoring

Technical specification and implementation strategy for an autonomous drone surveillance system using the Holybro QAV250 platform, ArduPilot firmware, and a Python/TypeScript server stack.

DronesIoTAutomationPythonTypeScript
4 min read

Building Production-Ready RAG Systems with Modern LLMs

A deep dive into implementing Retrieval Augmented Generation systems using vector databases, modern LLMs, and advanced chunking strategies for production environments.

AILLMVector DatabasesPythonRAG