Topics:
- Data Science Stack: Classical Machine Learning, Monte Carlo Simulation, Statistical Analysis of Small Sample Size, Python 3 (matplotlib, numpy, pandas, re, sklearn, statsmodels, xgboost, ipywidgets; PEP 8), MVP Development.
- Mathematical Modeling Stack: Numerical Methods, Underground Fluid Flow Modeling (CFD), Nonlinear PDEs (Partial Differential Equations), Matlab, Maple, Fractals and Heavy-Tail Distribution (Fractional Derivatives) in Physics Modeling, LaTeX, FEA (Finite Element Analysis).
Full list of projects and publications is visible on Github Pages.
Email: abdulin.ildar.ai@gmail.com