- I build and test AI-augmented documentation and knowledge workflows, and wire tools together with Claude and MCP
- Most of my time goes into automation, testing and connecting systems, so information stays accurate and easy to maintain
- I can read and tinker with code, but it isn't my day job. My strength is in how docs, tools, tests and AI fit together, not in shipping production software
- Happiest turning a rough idea into a working proof of concept through vibe coding, and seeing what a new AI tool can actually do
- AI-augmented docs and knowledge workflows using Claude, AI agents and reusable skills
- MCP integrations that connect tools, tickets and LLMs into one workflow (Atlassian, Context7)
- Dockerized local test environments for validating fixes and release builds
- Internal test and deployment scripts to automate repetitive work
- Playwright test automation for checking behaviour end to end
- Quick proofs of concept to evaluate new AI tools and workflows
Getting more hands-on with Playwright and Docker, going deeper on MCP-based workflows, and working toward the AWS Certified Cloud Practitioner.
"Building with intention. Learning with curiosity. Automating with intelligence."