Konrad Stasiak
QA Automation Architect · AI Systems Engineer · Founder
I design intelligent systems, scalable automation frameworks and AI-powered workflows — combining enterprise QA experience with modern AI engineering.
Engineering from the Inside Out
A QA engineer who understands systems from within — now architecting automation frameworks and AI-powered workflows for the enterprise.
Over 4 years in QA, I started as an IT System Specialist before moving into Test Automation at Commerzbank, QA Systems Support at PGF, and QA Manual & Automation Engineering at ING. Enterprise banking and corporate environments taught me how complex systems fail, where integrations break, and how to build resilience into every layer.
Starting this July (2026), I am stepping into a QA Architect role — transitioning from test execution to designing advanced automated verification strategies using Playwright, TypeScript, Python, and modern CI/CD. But my real mission? Building AI-powered workflows that scale.
In parallel, since mid-2025 I have been building custom digital applications and AI-driven products. My main focus is Compliance Scanner — an automated audit platform designed autonomously with AI agents, proving that a single engineer utilizing intelligent automation can ship high-scale production systems.
IT System Specialist
Szpital Głowno — Defect verification in Hospital Information Systems (HIS), sensitive data compliance, and regression testing.
QA Systems Support
Polska Grupa Farmaceutyczna — API validation (Postman), data-flow analysis, and Selenium/Java automation.
Test Automation Engineer
Commerzbank DTC — Legacy framework modernization to Playwright TypeScript, CI/CD pipeline optimization in Jenkins.
QA Manual & Automation Engineer
ING UDB S.A. — Developing Playwright + Cucumber frameworks, implementing Playwright MCP and AI-assisted workflows.
QA Architect
Stepping into high-level design of verification frameworks and orchestrating automated pipeline architectures.
Engineering Principles
Core beliefs that guide how I approach systems, automation, and AI.
QA gives me architectural vision
Years of testing enterprise systems taught me where complexity hides. I see failure modes before they become incidents.
I don't just automate — I understand how systems fail
Every test I write reflects deep knowledge of edge cases, data flows, and integration points that break under pressure.
AI should augment engineering workflows
Not replace engineers, but amplify their capabilities. Intelligent assistants for code review, test generation, and documentation.
Building reliable systems over hype
The foundation matters more than the features. Production stability, observability, and maintainability come first.
Testing is system intelligence
A well-designed test suite is documentation, validation, and architectural insight rolled into one living artifact.
Autonomous AI-driven development
Proving that one engineer paired with AI agents can build what previously required teams — efficiency through intelligence, not just effort.
Architectures I've Built
AI systems, automation platforms, and intelligent workflows — designed with reliability and scalability in mind.
Hybrid Semantic Matching Engine
Finetuned local LLM and embedding model for hybrid semantic candidate matching, scoring, and explainable ranking.
Real-Time Event Management Platform
AI-powered event orchestration with intelligent scheduling, automated notifications, and predictive capacity planning.
Emergency Response RBAC System
Critical infrastructure with role-based access control, audit logging, and incident escalation workflows.
Intelligent Lecture Simplification
LLM-powered system transforming complex lectures into digestible content using speech-to-text and semantic processing.
Lightweight Page Builder
Modular ecommerce page builder with drag-and-drop components, inspired by Elementor's approach to visual design.
Vector RAG Document System
Semantic document retrieval using vector embeddings, intelligent chunking, and context-aware response generation.
DevOps Diagnostics Agent with HITL
Autonomous anomaly detection agent for Docker/NGINX logs with a safe/sensitive tool split requiring Human-in-the-Loop approval before destructive actions.
Agentic Test Scaffolding Engine
AI-powered test design and execution framework leveraging Playwright MCP, Claude Code, and Antigravity SDK for autonomous verification of web application states.
AI Hallucination Detection Layer
Validation system detecting and mitigating LLM hallucinations with fact-checking and confidence scoring.
Compliance Scanner
Automated legal compliance & conformance auditing for any website
Protect your business and ensure user privacy seamlessly
Compliance Scanner is an intelligent, autonomous tool built to audit any public website's regulatory compliance. It maps out cookie architectures, crawls documents, analyzes consent banners, and verifies semantic alignment of Terms & Policies. It is designed to save developers and businesses hours of manual legal audits and prevent costly regulatory fines.
Where I Am Today
I'm starting a new chapter as a QA Architect this July (2026) — transitioning from test execution to designing high-level test architectures that make automation intelligent and scalable.
My background in enterprise quality assurance at major banks (including ING and Commerzbank) has given me an invaluable perspective. I understand how complex, distributed systems actually behave in the wild. I know where data flows, where integrations break, and how microservices fail under load. This deep technical insight directly shapes how I design test frameworks and continuous validation pipelines.
Since early 2025, I have been building custom digital products and AI-powered workflows for myself, clients, and friends & family. Currently, I am focusing 100% of my development efforts on building and scaling Compliance Scanner — an automated compliance and privacy auditor for websites.
New Chapter as QA Architect
Transitioning into a QA Architect role in July 2026, moving from engineering to designing comprehensive automated verification strategies.
Enterprise QA Experience
Years in major banking systems (ING, Commerzbank) provided a deep understanding of complex microservices, API validation, and data flows.
Building Digital Products
Developing custom web apps and AI-driven workflows since early 2025 for clients, personal ventures, and launching Compliance Scanner.
Tools & Technologies
A comprehensive toolkit spanning QA automation, backend development, AI engineering, and infrastructure.
QA Automation
Backend
AI Engineering
DevOps
Infrastructure
AI Tooling
Let's Connect
If you're building ambitious systems, AI products, or scalable automation — feel free to reach out.