Multi-Dimensional Ising Model
Derivation of Hamiltonian and partition functions with Monte Carlo simulations (Metropolis-Hastings) across n-dimensions. Analysis of magnetization, susceptibility, and critical temperature.
- Python
- C++
- Monte Carlo
Top 5% Student specialized in Probability Theory, Stochastic Processes, and Statistical Modeling.
Currently pursuing a double major in Mathematics and Physics. I bridge the gap between rigorous theoretical mathematics and computational application, with hands-on research experience in Monte Carlo methods and varying statistical inference models.
Double Bachelor's Degree: Mathematics, Physics, and Engineering Sciences
GPA: 17.38/20 (Top 5%)
Derivation of Hamiltonian and partition functions with Monte Carlo simulations (Metropolis-Hastings) across n-dimensions. Analysis of magnetization, susceptibility, and critical temperature.
Numerical simulation and interactive 3D visualization of chaotic trajectories. Investigation of sensitivity to initial conditions and spectral analysis of pseudo-periods.
Stochastic optimization methods combining Minimax with alpha-beta pruning. Developed a genetic algorithm for multi-parameter optimization with a custom GUI.
Architected a viral data-visualization platform, transforming personal chat histories into a summary for users.
Premium web solutions for SMEs. Delivering high-performance sites using modern web technologies.
Innovative textile startup integrating interactive QR codes into fashion items.
Probability Theory, Stochastic Processes, Statistical Inference, Numerical Analysis, Linear Algebra
Python (Expert), C++ (Advanced), SQL, TypeScript
NumPy, SciPy, PyTorch, Matplotlib, Pandas
Git, Linux, Jupyter, LaTeX