Applied mathematician turned product engineer. I work at the intersection of quantitative modelling and shipped software — the same week can involve an implied-volatility surface and a Next.js release to production.
| Now | Software Engineer @ Marianne Education — building an AI-native SaaS platform |
| Studying | MEng Applied Mathematics & CS, École des Ponts (IP Paris) — GPA 3.92/4.0, top 10% of cohort |
| Working on | LLM & RAG pipelines, retrieval infrastructure, internal automation tooling, full-stack features |
| Quant side | Stochastic calculus (Itô/Girsanov), derivatives pricing, portfolio & convex optimisation |
| Open to | Quant Research / ML & Software Engineering roles — Summer 2027 · Paris, London, NYC |
| Category | Tools & Frameworks |
|---|---|
| Languages |     |
| Web & Product |     |
| AI & LLM |    RAG Agents Mistral Ollama |
| Data & ML |     XGBoost |
| Quant Toolkit | Stochastic Calculus Itô / Girsanov Black–Scholes & Greeks Monte Carlo Implied Vol Surfaces Convex Optimisation Time Series |
| Infra & Deploy |       |
| Project | What it does | Impact | Stack |
|---|---|---|---|
| Black–Scholes Pricing Platform | Closed-form European option pricing with full Greeks, validated against Monte Carlo; implied-vol surfaces across strike/maturity grids | 99% test coverage · skew & term-structure analysis | Python NumPy SciPy Plotly pytest |
| Credit Card Fraud Detection | Statistical learning on a heavily imbalanced transaction set, with a live precision–recall trade-off dashboard | AUC-ROC 0.98 on 284k transactions | XGBoost SMOTE scikit-learn Streamlit |
| Hackathon Judge Infrastructure | Evaluation & scoring backend for a national-level OR hackathon at Califrais | 100% uptime · 27k+ submissions · 150+ competitors | Linux SQL Python |
| Metric | Result |
|---|---|
| 8 / 2,600 | National rank, CNC — Morocco's most competitive engineering entrance exam |
| Top 10% | Cohort ranking at École des Ponts (GPA 3.92/4.0) |
| 27,000+ | Submissions served at 100% uptime during a 6-hour live Hackathon - Organizer |
| ICPC | National Team — Honorable Mention (2022) |
| Meta Hacker Cup | Qualifier (2022) |
"The most important questions of life are, for the most part, really only problems of probability." — Pierre-Simon Laplace
📍 Paris, France · 📬 anwar.kardid@eleves.enpc.fr