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g30613740/README.md

Developer specializing in ML and DS with foundament in computational mathematics and mechanics.

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  1. spam_detection_nlp spam_detection_nlp Public

    SMS spam classifier comparing a TF-IDF + Logistic Regression baseline against a fine-tuned DistilBERT transformer, deployed with Streamlit.

    Jupyter Notebook

  2. customer_churn_prediction customer_churn_prediction Public

    Telecom customer churn prediction using Logistic Regression, Random Forest, and XGBoost, with deployment via an interactive Streamlit web application.

    Jupyter Notebook

  3. cloth_sim cloth_sim Public

    WebGPU cloth simulation using Position Based Dynamics (PBD).

    JavaScript 1

  4. beam_bending_FEM beam_bending_FEM Public

    Beam bending analysis using analytical (SageMath) and Finite Element Method (C++) solutions.

    C++

  5. solving_nonlinear_system solving_nonlinear_system Public

    C++ implementation of simple iteration, Newton's method, modified Newton's method, and discrete Newton's method for solving a system of two nonlinear algebraic equations, with Python visualization.

    C++ 1

  6. numerical_differentiation numerical_differentiation Public

    Numerical differentiation using finite differences and Runge–Romberg refinement.

    C++