github.com/antonkilde, Numerical Methods Algorithm Implementations (Python), Developed multiple numerical algorithms to solve engineering and mathematical problems
- Implemented Successive Over-Relaxation (SOR) method for solving systems of linear equations, Designed and tested convergence behavior for iterative solvers
- Polynomial Fitting & Approximation Tools, Built direct-fit polynomial interpolation and least squares approximation models, Analyzed accuracy and error behavior across datasets, visualized results using plots for comparison and interpretation,
- Root-Finding Algorithm Suite, Implemented Newton's Method, Newton Forward Difference, and Interval Halving methods, Compared convergence speed and stability across different functions, Applied methods to solve nonlinear equations relevant to engineering problems