AI-ASSISTED / HUMAN-VERIFIED
AI as an amplifier for technical and digital work
I use AI tools for research, analysis, information structure, digital development and repetitive tasks. Every output is checked against domain knowledge, sources and real project requirements.
Research and knowledge
ChatGPT, Claude, Gemini, NotebookLM and Microsoft Copilot.
Development and prototyping
OpenAI Codex, Base44, Lovable, WordPress, and HTML, CSS and JavaScript workflows.
Design and content
Canva, AI-assisted SEO research, technical content structure and visual concept preparation.
Problem → Research → AI support → Professional review → Final delivery
AI does not design, approve or professionally verify construction documentation. Final responsibility and review remain human.