Portfolio
A few of these are active builds. A few are still being shaped. I’m keeping them visible because the process is part of the point.
Featured Case Study
A real workflow built to collect, clean, and organize keyword research data using n8n, OpenAI, DataForSEO, and Google Sheets.
The point was not just to gather more data. It was to make the data easier to sort, easier to trust, and easier to turn into something useful for content planning.
This write-up is still being expanded, but the workflow is real and the messy parts are part of the story.
View Case StudyFeatured Case Study
A modular AI retrieval system built around structured ingestion, grounded retrieval, local AI experimentation, and workflow-oriented architecture.
The focus here was not on dressing up retrieval with bigger claims. It was on building a cleaner knowledge workflow foundation that stays easier to debug, evolve, and reason about over time.
This case study documents the architecture choices, stage boundaries, and engineering tradeoffs behind the current build.
View Case StudyMore Work
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.
This case study will document the problem, the workflow, the tools, what worked, what got messy, and what I learned.