MSc candidate in Finance at ENCG Casablanca, FMVA® and BIDA® certified, and currently a finance intern at Heristone Partners. I work across two poles — corporate finance and market risk — to a single standard: every figure sourced, every model rebuilt from the filing, and the audit trail published next to the result.

Focus areas

Corporate Finance & Valuation
  • Discounted cash flow — clean models from real filings, WACC traced to the source
  • Leveraged buyouts — debt schedules, cash sweeps, circular interest resolved by iteration
  • M&A diligence — buy-side clean rooms, merger-proxy reconciliations
  • Three-statement modeling — fully linked, every line traceable to its driver
Markets & Risk
  • Market-risk analysis — VaR and Monte-Carlo simulation on real BVC portfolios
  • Quant research — from fundamental thesis to simulated paths, numbers first
  • Market-data engineering — live Casablanca feeds, AMMC filings turned into structured data
  • Tooling — Python (Pandas, NumPy, Plotly), SQL, Power BI & DAX

Experience & education

Experience

Finance Intern Heristone Partners · Casablanca, Morocco
2026 — Present

Education

MSc in Finance candidate ENCG Casablanca · Morocco
In progress

Certifications

FMVA® Financial Modeling & Valuation Analyst Corporate Finance Institute
Certified
BIDA® Business Intelligence & Data Analyst Corporate Finance Institute
Certified

How I work

01 Source from the filing, label the rest.

Every input anchors to a filed document — 10-K, merger 8-K, DEFA14A, AMMC notice. Where a filing is silent, the assumption is marked as mine, never dressed up as disclosed.

02 Build the plumbing, not the slide.

Fully linked three-statement bases. Circular interest resolved by iteration. Debt schedules that step down the way real credit agreements do — leverage-triggered sweeps, not a flat 100%.

03 Publish the audit, miss included.

The [Akdital DCF](/posts/akdital-post/) shipped with a 77.6% miss on the page — then the documented correction that closed it to +58.3%, in line with sell-side consensus. The error log is part of the deliverable.

04 Ship the artifact, or don't ship.

Model file, report, and result table go live together — each line traceable to its source. A number that can't be defended doesn't get published.

Selected work

Each figure below is drawn from a published case study and links to the model it comes from. The full index follows.

Terminal Bash · Marchés en Direct 77 valeurs cotées à Casablanca couvertes (sortie README) See the model → Data Engineering · RegTech Web Scraper 10 listed companies tracked on the Bourse de Casablanca See the model → LBO · 17.3% net IRR · NYSE: CBZ 17.3% Sponsor-net IRR, 4.05-year hold, at the announced $55.00/share See the model → M&A Diligence · Self-Hosted Data Clean Room 0 raw target rows an analyst ever queries See the model → Business Intelligence · Power BI Dashboard 8.4% Profit margin surfaced across 500 orders See the model → Simulation de Portefeuille · Monte-Carlo & VaR 794 571 MAD VaR à 95 % (perte potentielle, horizon 1 an) See the model → DCF · 1,852 MAD/share · BVC: AKT 1 852 MAD Valeur intrinsèque par action (DCF) See the model →
FIN — Un terminal bash pour les marchés, Casablanca compris Terminal Bash · Marchés en Direct
Published Sep 19, 2026
BVC Corporate Disclosure Tracker Data Engineering · RegTech Web Scraper
Published Sep 13, 2026
The $5 Billion CBIZ Take-Private: A Full LBO Reconstruction LBO · 17.3% net IRR · NYSE: CBZ
Published Aug 1, 2026
M&A Clean Room — Buy-Side Diligence Without Ever Touching the Target's Raw Data M&A Diligence · Self-Hosted Data Clean Room
Published Jul 26, 2026
Sales Performance Dashboard: From Two Raw CSVs to a Boardroom-Ready Power BI Report Business Intelligence · Power BI Dashboard
Published Jul 18, 2026
Casablanca Quant Framework — Simulation Monte-Carlo & VaR pour la BVC Simulation de Portefeuille · Monte-Carlo & VaR
Published Jul 15, 2026
Akdital S.A. — Modèle à trois états financiers & Valorisation DCF DCF · 1,852 MAD/share · BVC: AKT
Published Jul 14, 2026

Contact

Hiring. I'm looking for a full-time, analyst-track seat in financial modeling, valuation, or data/quant analysis — the same standard, applied to a team's live deals.

Freelance. I also take select project-based work; mention it when you reach out.

Outside the model: a Burkinabè in Casablanca, a chess player who thinks in positions, and a reader who keeps the source in hand.