📈 Simulating Stock Markets with Quantum Fluctuations

What if stock markets were governed not just by human behavior, but also by quantum probability?

Welcome to my project: quantum_stock_simulator — a quantum-inspired financial model that simulates stock price behaviors using stochastic quantum fluctuations.

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💡 Why I Built This

Traditional market simulations use Brownian motion or geometric random walks. I wanted to explore an unconventional path — leveraging quantum-inspired randomness to simulate unpredictability in stock price movement.

The result? A tool that blends quantum theory with financial modeling.

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🧠 What It Does

quantum_stock_simulator is a Python-based simulator that:

• 📉 Models price movement using quantum-inspired noise

• 📊 Generates stochastic outputs mimicking real-world stock behavior

• 🔀 Introduces non-deterministic price jumps based on qubit-state fluctuation logic

It’s not financial advice, but it’s definitely a fun way to learn how quantum randomness can impact simulations.

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⚙️ Tech Stack

• Language: Python

• Libraries: numpy, matplotlib, custom quantum RNG functions

• Domain: Quantum + Finance

🚀 GitHub Repo

🔗 quantum_stock_simulator

Open-sourced and ready for contributions!

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🧪 How It Works

• Instead of pseudo-random number generation, it uses quantum randomness logic.

• Qubit-inspired variables impact whether stock prices rise, fall, or remain stable.

• The price evolution is plotted, reflecting quantum uncertainty in markets.

This can be useful for:

• 📚 Learning simulations

• 🎓 Teaching quantum uncertainty

• 🧪 Experimental finance

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🧲 Real-World Relevance?

Quantum computing is starting to impact finance — from optimization to fraud detection.

This project is an experimental peek into how quantum randomness might offer a new layer of realism in modeling complex financial systems.

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🤝 Let’s Connect

Love quantum finance or cool simulations. Let's connect and build together!

🐙 GitHub: Aarti-panchal01

💼 LinkedIn: Aarti-panchal

📧 Email: aartipanchal539@gmail.com

Thanks for reading! The future of finance may just be a quantum leap away 🚀📉🧠