<aside>
I use AI to:
clarify project architecture, remove confusion on hierarchies and integration flow
plan design docs for desired updates and changes, clarify scope of modifications, identify edge cases and create testing and validation requirements </aside>
dynamic AI workflows
Write clean, testable code and automated tests every sprint
Actively use agentic AI tools to accelerate development, catch gaps, and improve quality
Collaborate with product, UX, and engineering teams to deliver high-quality software

Frontend
Backend / API layer
Workflow / orchestration
Messaging / eventing
Data layer
Cloud / infra
Dev tooling / AI-assisted workflow