The best thing I did in finance was delete manual work.

I'm Muhammad Maaz Siddiqui. I build AI automations, n8n workflows and full-stack apps for founders, operations teams and agencies around the world, from Doha. I trained in accounting and finance at IBA Karachi and started in FP&A at GSK, and I have freelanced on Upwork since 2020, on AI automation and full-stack only since August 2025.