Hanane L.Private profile: Upwork shows its earnings only to signed-in members, so we check it every few weeks, not daily. MRR here is a rough estimate (Upwork's six-month earnings ÷ months active). Last read Nov 5, 2026.

Many organizations invest in AI and data but struggle to move from ambition to real deployment. I help enterprises design production-ready data and GenAI systems — especially in regulated or complex environments where governance, security and legacy systems matter. My work focuses on bringing structure and clarity to initiatives that feel stuck or fragmented. I support teams in defining realistic architectures, stabilizing platforms, and aligning technology choices with business and regulatory constraints. I typically contribute to: • Enterprise GenAI and RAG architecture • Data platform and analytics architecture reviews • AI governance and deployment strategy • Document intelligence and structured data pipelines With experience leading data and AI initiatives in a regulated financial environment, I work comfortably across technical teams and senior stakeholders, turning strategy into systems that can actually be deployed and maintained. If you’re unsure where to start, I’m happy to review your current setup and help define the next realistic step.