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1. About_Me About_Me Public

   GitHub profile configuration showcasing my projects, interests, and work in machine learning.

2. Road-Accident-Prediction-Using-Xgb-Over-Residuals Road-Accident-Prediction-Using-Xgb-Over-Residuals Public

   End-to-end ML pipeline for road accident risk prediction with synthetic data and Bayesian correction.

   Jupyter Notebook

3. Credit-Card-Behaviour-Score-Prediction-Using-Classification Credit-Card-Behaviour-Score-Prediction-Using-Classification Public

   I developed a binary classification model to predict whether a customer will default on their credit card payment in the next month. The project focused on credit risk assessment, where minimizing …

   Jupyter Notebook

4. Smart-Product-Pricing-ML-Challenge-2025 Smart-Product-Pricing-ML-Challenge-2025 Public

   Machine Learning solution for the Smart Product Pricing Challenge 2025 — includes multimodal models using text + images, feature engineering, and 3 different ML approaches.

   Jupyter Notebook

5. Fake-Audio-Detector Fake-Audio-Detector Public

   This project implements an end-to-end pipeline for detecting AI-generated (deepfake) speech using a lightweight 2D convolutional neural network operating on log-mel spectrograms.

   Jupyter Notebook

6. Stochastic-Interest-Rate-Modelling-and-Prediction Stochastic-Interest-Rate-Modelling-and-Prediction Public

   An end-to-end quantitative finance framework in Python for modeling, calibrating, and forecasting interest rate dynamics using the CIR model and Jump-Diffusion processes.

   Jupyter Notebook