Twenty years in technology. MBA candidate at LSU Shreveport (accounting & finance).
The tech background doesn't go away — it just works on different problems now.
I build things to understand them. Older repos cover AI-directed development and platform architecture; newer ones are interactive tools I build to internalize concepts before coursework starts — an LBO value-creation bridge, a dual-perspective accounting simulator, and similar.
The best way to understand a model is to build one.
- 🎓 MBA candidate — LSU Shreveport, accounting & finance; studying for CFI FP&A
- 🐍 Building graduate coursework learning apps in Python + Streamlit (accounting, finance, and strategic marketing analysis)
- ⚡ Internal projects in TypeScript and Supabase
- 🔌 Developing Model Context Protocol (MCP) servers and clients to the Anthropic spec
- 🏠 Self-hosted LibreChat deployment with custom agents, MCP tools, on-server RAG using local embedded models, and tuned token efficiency
- 🌐 LLM routing through OpenRouter with a zero-data-retention (ZDR) workflow, rotating frontier and preview models for task-fit and cost efficiency, plus Hugging Face for local inference
Building with: Python, TypeScript, Streamlit
Data & backend: Supabase
Running on: Vercel, Cloudflare, self-hosted Debian (Docker)
Automation & integration: n8n, MCP
Working with LLMs via: OpenRouter (primary routing, ZDR), Hugging Face (local inference), and direct APIs — rotating frontier models such as Hy3, GLM 5.1, and Kimi K2.6, plus DeepSeek v4 and others
- lbo-bridge — Interactive LBO value creation bridge
- accounting-sim — Dual-entry accounting simulator
- marketing-strategy-tool — STP / 5C / SWOT-TOWS analysis framework (coming soon)



