Hassan EL QADI

Hassan El Qadi

Finance & Decision-Making Engineering Student

Passionate about quantitative finance, software development, and data science. Currently pursuing a degree in Finance & Decision-Making Engineering at ENSA Agadir.

Featured Projects

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Option Pricing models

Advanced option pricing and Greeks calculator

Black Sholes MertonHeston ModelOrnstein-Uhlenbeck Process
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Monte Carlo Financial Simulation Platform

Interactive finance modeling using Monte Carlo simulations

Monte Carlo MethodsBrownian MotionProbability TheoryOptions Pricing
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Stock Sentiment Analysis & Prediction App

Multi-source sentiment analysis with stock prediction

FastAPIFinBERTSentiment AggregationNLP
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Agadir House Prices Prediction

ML-powered real estate price estimation tool for Agadir

Gradient BoostingFlask APIRegression ModelsScikit-learn
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Ensaa.ma - ENSA Community Platform

Official website for ENSA Agadir community

Next.jsTypeScriptFigma
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Clustering Visualization Platform

Interactive clustering analysis web application

StreamlitScikit-learnK-meansHierarchical Clustering
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AMBcheck - NFT Community Suite

NFT verification and community management system

Next.jsNode.jsMongoDB
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Ordinals Market Tracker

Real-time NFT sales monitoring system

Node.jsDiscord.jsTwitter API

About Me

I'm a final-year Finance & Decision-Making Engineering student at ENSA Agadir, specializing in quantitative finance, financial modeling, and data-driven decision-making. Passionate about algorithmic problem-solving, I’ve built simulation tools, developed full-stack web applications, and worked on projects involving stochastic processes, deep learning, and option pricing models. With solid skills in Python, machine learning, and mathematical modeling, I’m currently seeking a final-year internship to contribute to real-world challenges in market finance, quantitative research, or risk management.

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Professional Experience

Quantitative Finance Intern – Heston Model Calibration (Classical vs Deep Learning)

Oracle Capital · Agadir

  • Final-year project in Finance & Decision-Making Engineering at ENSA Agadir.
  • Studied Black-Scholes and Heston models with emphasis on stochastic volatility advantages.
  • Highlighted limitations of classical Heston calibration: sensitivity to initial conditions, instability.
  • Designed a neural network to solve the inverse calibration problem with improved speed and robustness.
  • Benchmarked both methods on SPX index: similar accuracy, but better performance of deep learning under noisy conditions.
  • Tools: Python, NumPy, SciPy, PyTorch, financial modeling.
📄 View Project Report

Jan 2025 – May 2025

Education

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Engineer's degree - Finance & decision-making

National School of Applied Sciences - Agadir

Oct 2023 - Jun 2026

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Preparatory cycle

National School of Applied Sciences - Agadir

Oct 2021 - Jun 2023

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Baccalaureate, Physical Sciences

Aljoulane High School - Biougra

Oct 2018 - Jun 2021

Leadership & Volunteering

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Media and Communications Manager

Journée Financière ENSA Agadir - Agadir, Morocco

Oct 2024 - Nov 2024

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Head of Innovation and IT

ADE ENSA Agadir - Agadir, Morocco

Sep 2023 - Jul 2024

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Graphic Designer

Junior Entreprise ENSA Agadir - Agadir, Morocco

Nov 2022 - May 2024

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Designer and Social Media Manager

AppsClub ENSA Agadir - Agadir, Morocco

Sep 2022 - Aug 2023

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Designer and Social Media Manager

Club FSF ENSAA - Agadir, Morocco

Jan 2022 - Aug 2023

Certificates

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JPMorgan Chase & Co. Quantitative Research Virtual Experience Program

April 2025

This program provided a simulation of the quantitative research process, where I analyzed a book of loans to estimate a customer's probability of default. I also applied dynamic programming techniques to convert FICO scores into categorical data for predicting defaults.

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Data Science Orientation

July 03, 2024

This badge earner has a basic understanding of data science, AI, and machine learning, and their impact on business and research.

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Artificial Intelligence Fundamentals

June 24, 2024

The earner understands AI concepts like NLP, computer vision, machine learning, and AI ethics. They can run AI models using IBM Watson Studio.

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Meta Front-End Developer Professional Certificate

June 7, 2024

This certificate covers front-end web development with React.js, preparing learners for entry-level roles through a series of Coursera courses and a capstone project.

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