Security-minded developer | Web security, incident response & automation — using AI to build faster, not to replace understanding.
I build real systems that solve real problems — attendance, payments, hardware interfaces — with security baked in from the start. When something goes wrong, I want to be the one who finds out why.
I use AI as a tool to accelerate development, not as a shortcut around fundamentals.
Learning by contributing to projects I actually use:
- statewave — AI memory runtime, added unit tests
- prd-maker — AI-assisted PRD tool, fixed linter bug
- okto-pulse — AI project management tool, fixed dev setup
- 🔐 Learning web security — PortSwigger Web Security Academy
- 🛡️ Building toward SOC Analyst path
- ⚙️ Automating incident response workflows
- 📡 Exploring network traffic analysis
- 🌱 Contributing to open source

