Configuration, Quality & AI-Enabled Systems Specialist
Configuration Consultant at FRAIA · Budapest, Hungary
I turn unclear requirements into testable workflows, working systems, and evidence that teams can act on.
I use AI-assisted development for implementation while owning the structure, testing, integration, and decision to ship. R is my strongest programming language; I also have practical Python and SQL knowledge.
- Configuration and validation for customer-facing and AI-enabled systems
- Browser and API checks, scheduled monitoring, reports, and CI workflows
- Data products and web interfaces built with R and AI-assisted implementation
- Local-first tools with explicit permissions, review steps, and privacy boundaries
Continuous validation for infrastructure, clinical workflows, APIs, parsers, and AI-generated behavior. Scheduled Playwright and Python checks publish artifacts, screenshots, history, and cooldown-aware alerts.
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A local-first OpenCode workspace for Windows and WSL with a multi-agent board, dependency-aware handoffs, approval controls, visible review, voice input, and browser, VS Code, and Blender bridges.
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A browser-based paper-cut character with 13 animation clips, eight facial visemes, blended gesture transitions, microphone input, generated speech, and answers restricted to a maintained professional source of truth.
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An R Shiny data product for exploring real-time rates across more than 170 currencies, historical trends, comparisons, conversion, downloadable data, and 2D/3D visualizations.
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| Area | Tools |
|---|---|
| Programming and data | R; practical Python, SQL, and MySQL |
| Validation and delivery | Playwright, API/UI validation, GitHub Actions, CI/CD |
| AI-assisted implementation | JavaScript, HTML, CSS, Three.js, WebGL, Node.js, Netlify |
| Data and BI | Power BI, Tableau, Shiny, Leaflet |
| AI and interaction | Gemini, context design, speech, visemes, Blender |
| Measurement | Google Tag Manager, Google Analytics, Microsoft Clarity, technical SEO |
I start by defining the problem and what a correct result should look like. I use AI-assisted implementation to build and connect the parts, then check the important paths, edge cases, and failure states before treating the work as ready.