At SoftCoob, I designed and built an offline-first point-of-sale SaaS, grounding the product in research with cashiers and paper prototyping. I balanced cashier, owner, and platform needs with simple screen actions, an append-only audit log, and resilient offline sync.
I founded MagisterPro and built an exam-prep SaaS for teachers seeking promotion, from product discovery and UX design through launch. The platform reached 250+ paying users, and I integrated LLM APIs into a generation pipeline with structured outputs and source traceability.

