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Yosri-Ben-Halima/README.md

Welcome to Yosri Ben Halima's GitHub!

👋 Introduction

Hi there! I'm Yosri Ben Halima, a Quantitative Researcher/Data Scientist with a robust background in applied mathematics, machine learning, and quantitative finance. I specialize in developing data-driven solutions and creating impactful visualizations. Dive into my work to see how I turn data into actionable insights!

🔍 What I Do

I leverage my expertise in Python, machine learning, and mathemarical modeling to tackle complex problems in finance and other fields. Here's a glimpse of what I do:

  • Quantitative Finance 📊: Building models for financial markets.
  • Risk Management 🔍: Analyzing and mitigating financial risks.
  • Data Visualization 📈: Crafting clear and compelling data visualizations.
  • Machine Learning 🤖: Applying advanced algorithms for predictive analytics.
  • Programming 💻: Python, SQL queries, and more for automation and analysis.

❓ FAQs

  • What is your preferred programming language? Python is my primary language for data analysis and modeling.
  • Do you offer consulting services? Yes, I’m available for freelance consulting in data science and quantitative finance.

🌐 Connect with Me

Thank you for visiting my GitHub profile! Feel free to reach out if you have any questions or opportunities to collaborate. Let's connect and explore new possibilities together:

GitHub LinkedIn Facebook Instagram Email Personal Web Page Google Drive PyPI

Yosri-Ben-Halima

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  1. Modeling-Funding-Rates-Using-Stochastic-Models-and-Quantifying-Risk-for-BTC-Prepetuals Modeling-Funding-Rates-Using-Stochastic-Models-and-Quantifying-Risk-for-BTC-Prepetuals Public

    This project models and predicts funding rates for perpetual contracts using Monte Carlo simulations. It employs Merton’s jump diffusion for index prices and the Ornstein-Uhlenbeck process for fund…

    Jupyter Notebook 2 1

  2. Leveraging-NLP-to-Quantify-Greenhushing-and-Studying-its-Impact-on-Excess-CEO-Pay Leveraging-NLP-to-Quantify-Greenhushing-and-Studying-its-Impact-on-Excess-CEO-Pay Public

    In this project, we discover how AI and NLP expose the hidden link between greenhushing—where firms downplay their environmental impact—and inflated CEO pay. This research reveals how executives ex…

    Jupyter Notebook

  3. CNN-for-Stock-Price-Prediction CNN-for-Stock-Price-Prediction Public

    In this project, I develop a CNN-based tool for stock price modeling and forecasting. This repository covers data preprocessing, model building, and evaluation, including callbacks like Early Stopp…

    Jupyter Notebook

  4. SP500-Investment-Data-Visuals-App SP500-Investment-Data-Visuals-App Public

    In this project, dive into an interactive app that brings stock data to life! Explore dynamic candlestick charts, track returns, and analyze rolling alpha and beta with ease. Compare your chosen st…

    Python

  5. Black-and-Scholes-Option-Pricing-and-Analysis Black-and-Scholes-Option-Pricing-and-Analysis Public

    In this project, I implement the Black & Scholes model to price options and analyze their Greeks, including Delta, Gamma, Theta, Vega, and Rho, along with implied volatility. The repository feature…

    Jupyter Notebook 1

  6. GARCH-Models-Hyperparameter-Optimizer GARCH-Models-Hyperparameter-Optimizer Public

    In this project, I develop an optimization tool for GARCH model parameters using Optuna. This project automates the hyperparameter tuning process to enhance model performance by selecting optimal v…

    Jupyter Notebook 1