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PavelGld/README.md

🚀 Pavel Gladkih

Data Scientist & Mathematical Modeling Specialist
Modeling metal evolution through crystal plasticity & ML applications

💼 Experience

Junior Researcher @ Laboratory for Multilevel Modeling of Structural and Functional Materials, PNRPU
February 2022 - Present
Focus: NLP, CV, Classic ML, Multilevel modeling

🛠️ Tech Stack & Skills

Programming & ML:

  • Languages: Python, C++, Wolfram
  • ML/DL: PyTorch, scikit-learn, OpenCV
  • Data Processing: pandas, numpy, scipy
  • Engineering: Abaqus, Logos, Ansys
  • Tools: Git, Docker, MathType, Jupyter

Domain Expertise:

  • Crystal Plasticity Modeling
  • Finite Element Analysis
  • Materials Science
  • Mathematical Modeling
  • Computer Vision
  • Natural Language Processing

🎓 Education

  • Master's in Applied Mathematics and Computer science, PNRPU (2025) 5.0/5.0
  • Bachelor's in Applied Mathematics and Computer science, PNRPU (2023) 4.97/5.0
  • Deep Learning School(Advanced), MIPT
  • Machine Learning and ANN, PNRPU

🏆 Achievements

🔬 Current Projects

  • Research Engineer Assistant — PyAbaqus script automation agent for engineering solutions
  • MaterialSearchBot — Telegram bot for metal/alloy data search using LLM (Perplexity & DeepSeek)
  • Modified Lin Model — Development of efficient elastic-plastic model for metal structures (link)
  • Approximator of physical relationships — RNN model for approximating stress-strain relationships in physically oriented models

📊 GitHub Stats

GitHub Stats Top Languages

📫 Contact

Pinned Loading

  1. NumberQuestArena NumberQuestArena Public

    An interactive web-based puzzle game with mathematical expressions on a grid. Players select sequences of numbers and operations to achieve target values.

    TypeScript

  2. PDFInteract PDFInteract Public

    An app for discussing PDF text with an LLM model for quick text comprehension.

    Python 1 1

  3. RuCode-CarClassification RuCode-CarClassification Public

    Here is one of the variants of the basic solution for the RuCode-2022 competition in the task of classifying cars in an image by color.

    Jupyter Notebook

  4. DeliveryTracker DeliveryTracker Public

    Web visualization of the route of goods delivery by rail and delivery time using the solution obtained during the 2024 hackathon

    TypeScript