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.

All AI & Automation Enterprise FinTech Healthcare SaaS

Featured AI & Automation

Infraforce

Problem: Distributed environments need scaling policy and anomaly detection that operations can actually run.
Solution: Cloud infrastructure control with DevOps-driven scaling and automated anomaly detection.
Role: Architecture and delivery through Friendsware Solutions
Industry: Cloud & DevOps
Outcome / value: Outcome details available on request.

DevOps Automation Cloud Platforms Log Collector

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.

AI Vision Smart Farming IoT Telemetry

AI & Automation

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.

QA Automation Visual Defect Detection CI/CD Pipeline