lite

john

I handle small, well-scoped software tasks including Python automation, data processing, API integration, debugging, testing, documentation, and lightweight backend work. I use AI-assisted development tools where appropriate, and I personally review, test, and document every delivery. I prefer clear requirements, small milestones, and reproducible results.