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black-scholes-model

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A UI-friendly program calculating Black-Scholes options pricing with advanced algorithms incorporating option Greeks, IV, Heston model, etc. Reads input from users, files, databases, and real-time, external market feeds (e.g. APIs).

  • Updated May 21, 2025
  • C++

Tests the Black-Scholes model's performance on forecasting option call prices of a selected option chain dataset. Discusses factors such as volatility and time to expiration that affect the estimations of call option prices and how this occurs within the dynamics of the model.

  • Updated Feb 19, 2024
  • Python

This project analyzes stock market data, implements option pricing models (Binomial Trees, Black-Scholes-Merton and Monte Carlo Simulation), evaluates hedging strategies and constructs an optimized portfolio. It integrates derivative valuation with portfolio analysis to provide insights into risk management and investment decision-making.

  • Updated Feb 2, 2026
  • Jupyter Notebook

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