Aymane Boutbati

I deliver institutional-grade financial modeling and analysis as an independent financial analyst, working remotely across Morocco with clients in US and Europe. My builds range from a 29-ratio sector financial diagnostic framework for a European construction-research institute to cash restructuring work for a New York legal practice.

I build three-statement models, LBO/DCF, and driver-based and rolling forecasts, including margin and variance bridges that reconcile to source with no unexplained residuals. I also produce 13-week direct-method liquidity diagnostics with burn-rate/runway analysis and working capital metrics like DSO/DPO/BFR.

My approach is audit-trained: every figure is traced to source, and what a disclosure doesn’t support is documented rather than estimated. I pair that discipline with AI-accelerated workflows using Anthropic’s Claude API and Claude Code, plus Model Context Protocol (MCP), with human verification of every figure.

Before freelancing, I supported treasury digitalization and financial risk management as part of an Applied Finance project, then completed accounting internships across industrial and commercial settings in Fès. I’m bilingual in French and English and focus on practical forecasting, reconciliation, and turnaround-oriented cash clarity.