Welcome to my GitHub workspace. This is a personal sandbox where I tinker with Python, explore large language models like Google Gemini, and organize family history research.

• Genealogy Digital Archive: Building automated tools in Python to parse, organize, and preserve genealogical records and family trees without relying on proprietary lock-in.
• LLM Workflows & Personas: Experimenting with Gemini APIs and structured system prompts to assist with document transcription, historical entity extraction, and research analysis.
• Archive Automation: Writing lightweight CLI utilities to enforce strict metadata standards, validate file structures, and detect data drift.

• Core Language: Python
• AI & Tooling: Gemini API, Git, Markdown, JSON Schema
• Curiosities: Family History & Genealogy, Railroad History, Mathematics, Computer Science

“Preserving the past, one script and prompt at a time.”