About Me I spent 4 years at Alibaba (2022–present) working across engineering and operations. My focus was designing internal AI agent systems and integrating them into live production workflows — not prototypes, not demos, but systems that operations teams, managers, and cross-functional stakeholders relied on daily. What I Built I developed an internal agent system that automated operational workflows — data reconciliation, exception handling, multi-system coordination — tasks previously done manually across several teams. It cut turnaround times, reduced human error, and measurably improved overall operational efficiency. The system went through multiple iterations based on real user feedback, which taught me more about what actually works in production than any textbook could. What I'm Good At Deep consulting & workflow analysis

I don't write a line of code until I understand exactly what you're dealing with. I map out your workflow, find the friction points, and identify what's consuming your time without adding value. The PRD I deliver is tailored to your context — not copied from a template. Goal-driven engineering — features ship, not just plans

I build with a clear target: every function works, every edge case is covered, and your manual labour is reduced to the absolute minimum. I don't hand over something that "almost works." If it's not fully functional in your environment, I'm still on it. Long-term support, not one-off delivery

I don't disappear after handover. I treat each project as a long-term relationship — maintenance, iteration, adaptation as your needs evolve. You're not buying a product; you're getting a tool that grows with you.