Independent Quality Engineering

Architecture for Zero-Defect Velocity.

I help engineering teams transition from manual testing bottlenecks to AI-augmented quality pipelines. No fluff, just scalable automation and technical leadership.

Systems deployed at scale for:

FINTECH_OSDATA_NODECORE_STACKAUTO_GEN

01 // CORE SERVICES

Engineering Implementation

Implementation-focused services designed to embed into your existing SDLC.

[01]

AI QA Consulting

Introducing AI-assisted test generation and code review for automation workflows.

→ AI Workflow Design
→ Adoption Strategy

[02]

Automation Engineering

Scalable framework design using Playwright, C#, and API-first architectures.

→ API & UI Automation
→ Integration Testing

[03]

QA Strategy

Risk-based testing and exploratory frameworks for complex release readiness.

→ Quality Assessment
→ Release Readiness

[04]

CI/CD Pipelines

Implementation of quality gates within Azure DevOps, Jenkins, and GitHub Actions.

→ Quality Gates
→ Containerized Testing

All engineering services →

02 // ENGAGE

Two ways to work together.

Private Engagement

1-on-1 Consulting

€150/45min

• 45 minutes
• Architecture Review & QA Strategy
• AI Adoption for QA
• Technical Leadership Mentoring
• CI/CD Quality & Release Readiness

Team Knowledge

Team Workshop

€50/person

• 1 hour, minimum 5 people
• Modern QA Fundamentals
• AI for Test Engineers
• Automation Architecture
• Playwright Mastery

03 // FIELD NOTES

Recent Writing

All articles →

AI2026.05.12

Wiring an LLM into your Playwright test runner

Read →

Strategy2026.04.30

Risk-based testing for teams that ship daily

Read →

CI/CD2026.04.14

Quality gates that don't slow down delivery

Read →