2D Heat Equation / PDE Solver in Python

I am seeking a developer to create a numerical simulation tool for solving the 2D heat equation using finite difference methods in Python. The project should model heat diffusion over time and provide visualizations of temperature evolution across a 2D grid. Required Features: • Finite difference implementation of the heat equation • Configurable grid size and time step • Support for boundary conditions • Real-time or animated visualization of heat diffusion • Modular and documented Python code Preferred Technologies: • Python • NumPy • SciPy • Matplotlib • Jupyter Notebook Deliverables: • Complete working simulation • Clean and maintainable codebase • Documentation explaining implementation • Visualization outputs and example runs Bonus Features: • Multiple PDE solver methods • Performance optimization • Interactive parameter controls • Exportable plots/animations The final product should be accurate, visually clear, and structured like a professional scientific computing project.