Taxonomy-driven AI workflow framework that classifies tasks, routes decisions, and applies governance logic to balance automation, human oversight, and capital efficiency. Designed to reduce LLM overuse, enforce structured routing, and create transparent, auditable intelligent operations.

An advanced AI-driven taxonomy and drafting engine for WordPress. Built with a modular PHP architecture and the REST API to automate categorization and content expansion via Gemini.

Technical Product Operations portfolio featuring Python-driven data pipelines, automated taxonomy engines

A spatial suitability engine for Philadelphia retail implementing the 11-stage pipeline taxonomy from Biswas et al. (ICSE '22). The model uses a normalized suitability equation (S=0.7T−0.3C) to balance transit-driven flow against competitive resistance. Built with a Node.js dashboard and a SQLite-backed GeoPackage.