At CNCF::WasmCloud, I enabled host loopback in CLI dev mode to enforce configured socket policies. I also contributed documentation improvements, including Markdown export and an LLM prompt integration dropdown.
I refactored the documentation copy feature to fetch build-generated Markdown from the same origin, and replaced browser Blob creation with static Markdown routes and Netlify headers.
At the WeMakeDevs Into the Scrape-Verse Hackathon, I built Spidey-Sense, a self-healing GitHub issue radar for CNCF sandbox projects using Bright Data Scraper Studio and GitHub Actions. My projects also include a real-time sign language translation system and an AI-based waste management platform.

