Developer specializing in ML and DS with foundament in computational mathematics and mechanics.
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spam_detection_nlp
spam_detection_nlp PublicSMS spam classifier comparing a TF-IDF + Logistic Regression baseline against a fine-tuned DistilBERT transformer, deployed with Streamlit.
Jupyter Notebook
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customer_churn_prediction
customer_churn_prediction PublicTelecom customer churn prediction using Logistic Regression, Random Forest, and XGBoost, with deployment via an interactive Streamlit web application.
Jupyter Notebook
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beam_bending_FEM
beam_bending_FEM PublicBeam bending analysis using analytical (SageMath) and Finite Element Method (C++) solutions.
C++
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solving_nonlinear_system
solving_nonlinear_system PublicC++ 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
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numerical_differentiation
numerical_differentiation PublicNumerical differentiation using finite differences and Runge–Romberg refinement.
C++
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