Work

Projects & Experiments

A body of work across shipped products, active builds, and experiments. Each one started with a real problem.

shipped2023

Receipt Intelligence

AI-native receipt parsing at fintech scale.

A production receipt parsing system processing millions of transactions monthly. Built to replace brittle OCR pipelines with a model-first approach that handles real-world messiness.

AIComputer VisionFintech

shipped2024

Support Automation

LLM-powered support routing that actually works.

An intelligent support triage system that classifies, routes, and partially resolves incoming tickets — without the hallucination risk that killed previous attempts.

AILLMSaaS

active2025

NaminalStack Lab

This site — the lab itself as a living project.

The website you are looking at. Built to be a portfolio, a writing outlet, and an experiment in what a serious independent software lab presence looks like.

WebDesignLab

experiment2024

RAG Knowledge Base

Retrieval-augmented generation done properly.

An experimental RAG system exploring how chunking strategy, embedding model choice, and retrieval architecture affect answer quality on long-form technical documents.

AIRAGTool