From internal tools to full platforms.
Systems, not theatre
I help teams turn fragmented workflows into usable systems: mapped, built, deployed, and improved around the people who run them.
Map how work actually moves: where requests start, where data is copied, where people wait, and where the current process breaks.
Design and ship the internal tools, automations, data flows, and AI-assisted workflows that make the mapped system work.
Put the system into real use, watch where it bends, and keep improving it until it fits the people who rely on it.
Platforms, products, and tools.
Railway operations platform for planning, mapping, and delivery.
AI-assisted site scoping from map imagery, notes, and structured outputs.
Lead generation platform connecting users to funded courses.
Transcribes video and audio, then turns long-form content into searchable summaries and structured insights.
Turns PDFs, forms, and messy documents into structured data ready for review, export, or automation.
Agriculture intelligence platform for tracking market signals, crop insights, and decision-critical data.
Achieving thousands of impressions per month and a top Google ranking for the issue.
Turns an Obsidian vault into an AI-searchable knowledge base for asking questions across notes, links, and markdown files.
Connects documents, notes, and project context so teams can ask questions and get grounded answers.