Work
Selected work
Each case study covers the problem, the solution, the part I handled, and the impact when that impact is known.
Bloggr
A chat session forgets the business, and most AI writers still leave you to publish somewhere else.
What it does. Learns the business from the site and the conversation, then suggests topics, outlines, research, and posts.
WatchNode
Rules catch the failures you already named. They miss patterns in logs and spreadsheets you have not written a rule for.
What it does. Scores logs and spreadsheet data for semantic, sequential, statistical, and temporal anomalies.
Repore
The product needed a web version, a mobile app, and an API and deployment the team could keep running.
What it does. I built the first web version, led the mobile team, and maintained the API on ECS.
Simple Assessment
Small teams need online exams and grading without a full learning platform.
What it does. Timed exams, question banks, and grading on the server. The browser polls. It does not use WebSockets.
Supply Chain Traceability Platform
A supplier needed one system for farms, commodities, and EUDR checks on farmer land.
What it does. Farms, commodities, batches, and supply-chain events, with deforestation and afforestation assessments.