Production work
Problems I've helped organizations solve.
Every platform below is live for a real operator. None of them are portfolio filler built to look good in a screenshot. Where a quantified outcome is not published, it is not invented.
Featured
AI & Automation
Chick Guard AI
- Problem
- Poultry operations need flock wellness signals that a farm can act on — not a lab demo.
- Solution
- Computer vision for flock wellness, with diagnostics surfaced through IoT telemetry.
- Role
- Architecture and delivery through Friendsware Solutions
- Industry
- AgriTech & Smart Farming
- Outcome / value
- Outcome details available on request.
Quality Assurance Genius
- Problem
- Release quality fails when visual defects and regressions are caught after the pipeline, not inside it.
- Solution
- Automated QA with visual defect detection wired into CI/CD so regressions can be caught before release.
- Role
- Architecture and delivery through Friendsware Solutions
- Industry
- AI & Automation
- Outcome / value
- Outcome details available on request.