Brief:

• 5 years in mathematical modeling;
• MSc of Applied Mathematics and Computer Science (Russia, 2018).

Topics: Data Science, Classical Machine Learning, Monte Carlo Simulation, MVP Development, Statistical Analysis of Small Sample Size, Nonlinear PDEs (Partial Differential Equations), Matlab, Python 3 (PEP 8, BeautifulSoup, cloudscraper, difflib, fipy, ipywidgets, matplotlib, numpy, pandas, re, sklearn, statsmodels, xgboost), Maple, Numerical Methods, Underground Fluid Flow Modeling (CFD), Fractals and Heavy-Tail Distribution (Fractional Derivatives) in Physics Modeling, LaTeX, FEA (Finite Element Analysis).

Languages: Russian - Native, English - Upper-Intermediate.

💼 (2023) Parsing and EDA of Commercial Real Estate Special Segment in Moscow
_{Freelance Project. Programming Language: Python 3 (xgboost, difflib, sklearn, BeautifulSoup, cloudscraper, re)}
⭐💼 (2023) Forecast of Oil Production of Special Group of Wells. Hydrodynamic Simulator Development, Finite Element Method
_{Company: Gazpromneft Technology Partnerships LLC (RUS). Programming Language: Python 3 (fipy, matplotlib, numpy)}
💼 (2022) Oil Production Predictive Model Transfer. VBA Parser from Excel Spreadsheet to VBA Code
_{Company: Gazpromneft Technology Partnerships LLC. Programming Language: VBA}
⭐💼 (2021) Recommendations of Improving Oil Production Process. Small Size Data Analysis
_{Company: Gazpromneft Technology Partnerships LLC. Programming Language: Python 3 (sklearn, ipywidgets, statsmodels, pandas, matplotlib)}
🎓 💼 (2020) Derivation and Study of New Mathematical Model of Oil Movement. Examining Cases Where Simpler Model Can Be Used.
_{Company: math. model. lab. GAMMETT. Programming Language: Python 3 (numpy, scipy), Maple 18}
💼 🎓 (2019) Accounting for Special Properties of Reservoir During Oil Production. Diffusion Model with Memory.
_{Company: math. model. lab. GAMMETT. Programming Language: Maple 18, Python 3}
⭐💼 (2018) Identification of Fractal Properties of Oil Reservoir. Hyperparameters for Model Optimization of Diffusion Equation Problem. Dimension reduction (Grid Upscaling)
_{Company: math. model. lab. GAMMETT. Programming Language: Maple 18, Python 3}
🎓 (2018) Undeground Flow in Fractal Porous Media. Mathematical Modeling
_{Master Degree Project. Company: USATU. Programming Language: Maple 18}
🎓 (2016) Three-phase Undeground Flow Model in Porous Media. Solutions of System of Nonlinear Differential Equations
_{Bachelor Degree Project. Company: USATU. Programming Language: Maple 18}

_{⭐ favorite 🎓 academic 💼 work}

<sub>1. [Research Article, Scopus, 2021] Production forecast method based on statistical analysis of a small sample of production data for an unconventional formation
2. [Research Article, Scopus, 2020] Identification of fractal properties and parameters upscaling of layered heterogeneous medium
3. [Research Article, 2019] Numerical investigation of radial steady-state fluid flow model with Riesz potential Greece, Rhodes
4. [Research Report, 2018] Buckley-Leverett flow on limited-scale fractal curves.
5. [Conference Report, 2019] The 12th All-Russian Congress on Fundamental Problems of Theoretical and Applied Mechanics, Уфа
6. [Conference Report, 2017] International Conference on Mathematical Modelling in Applied Sciences., Saint Peter., Polytech
7. [Conference Report, 2018] Конференция актуальные проблемы приклад. математ., Нальчик–Эльбрус
8. [Conference Report, 2018] Международная науч. конференция: «Нигматуллинские чтения», Казань
9. [Conference Report, 2017] Конференция многофазные системы: модели, эксперимент, приложения. Уфа</sub>

Email: [email protected]