At GlampScaleGlobal, I founded and run a B2B marketing and ad agency for premium glamping and eco-resort manufacturers. I designed its pricing architecture and built sales infrastructure on a near-zero budget, using AI-driven workflows.
At BeloraConnect, I own growth and sales for an early-stage real-time translation software product. I developed an outbound pipeline and turned a prospect’s concern about session costs into a product safeguard included in proposals.
As an owner-operator of short-term rentals in Agadir, I ran a family-owned villa and apartment operation and expanded it to 14 additional properties. I set seasonal pricing, managed vendors and guest communications, and reached 68% average occupancy.
I use LLMs daily for business operations, pricing analysis, marketing, and planning, and build automation pipelines with Python, Claude Code, and the Anthropic API. I document model failures precisely and refine prompts and workflows against real-world small-business constraints.

