Focus areas
Lending & Risk Products
Strategy to delivery
Agentic AI Systems
Production patterns
Data & Extraction
Pipelines at scale
Featured Projects
Highlights from product, data, and AI work.
Ludic_Director
Python library for threaded "director" layers that enqueue LLM tool actions; host runs validation on the sim thread. No game engine dependency — tool calling, memory, persona markdown, multi-layer architecture.
Python LLM AI Agents Game AI
FDDBreakdown
Two-stage PDF OCR and JSON chunking pipeline for processing Franchise Disclosure Documents at scale.
Python OCR Data Pipeline AI
KeywordMatching
Searches Franchise Disclosure Document (FDD) JSON files for specified keywords and outputs matches with surrounding context to Excel. Includes AI validation layer.
Python NLP AI Validation Data Processing