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jihaneak/README.md

Jihane Akharaz

Financial Risk & AI Engineer | INSEA Statistics & Big Data

I build end-to-end data solutions at the intersection of financial risk, actuarial science, and machine learning — and translate complex quantitative findings into strategic business decisions.

Currently seeking a consulting internship in Data & AI | Financial Risk | Tech Consulting

Featured Projects

Insurance Solvency Stress Test · repo

Gaussian Copula + EVT modelling revealed 40% underestimation of tail risk. Identified MAD 54M capital shortfall under Solvency II. Random Forest optimization delivered a 10x cheaper solution than capital raising.

Stochastic Mortality Forecasting · repo

Benchmarked 5 actuarial models on HMD France data (1950–2024). CBD model selected (RMSE: 0.188 yrs). Quantified €595K longevity provision for €14.37M annuity portfolio.

Banking Sentiment Intelligence · repo

End-to-end pipeline: Playwright → Airflow → DBT → BERT (88.4% accuracy) → RAG chatbot. Analyzed 1,500+ reviews across 8 Moroccan banks. Finding: 78% negative reviews driven by wait time and staff issues.

Stack

Python · AWS SageMaker · SQL · Airflow · DBT · Power BI · Streamlit · BERT · GARCH · Solvency II

Contact

LinkedIn · Portfolio · akharazjihane@gmail.com

Popular repositories Loading

  1. Mortality-Project Mortality-Project Public

    Stochastic mortality modelling on HMD France data (1950–2024), Lee-Carter, CBD, Renshaw-Haberman & Bayesian Kalman Filter compared via rolling backtest, Life annuity pricing, Solvency II longevity …

    Jupyter Notebook

  2. bankreviewsmorocco bankreviewsmorocco Public

    End-to-end data pipeline analyzing Google Maps reviews for Moroccan banks using Playwright, Airflow, DBT, PostgreSQL, BERT NLP, Metabase

    Python

  3. jihaneak.github.io jihaneak.github.io Public

    HTML

  4. stress-test-maroc stress-test-maroc Public

    End-to-end actuarial risk pipeline assessing solvency of a Moroccan life insurer under an interest rate shock scenario, Solvency II compliant

    Jupyter Notebook

  5. jihaneak jihaneak Public