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1. data-science-portfolio data-science-portfolio Public

   This is a portfolio of my data science projects I have done for academic and self-learning.

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2. US-Vehicle-Accidents-Pattern-Analysis US-Vehicle-Accidents-Pattern-Analysis Public

   🚗 📈 Visualization and pattern analysis of 2.8 million US vehicle accidents over a 9-year period (2016-2022). Investigated the impact of environmental factors on traffic behavior and identified key …

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3. Electricity-Price-Forecasting-Project Electricity-Price-Forecasting-Project Public

   Rutgers ISE - Forecasting Analytics Course Project. Developed Autoregressive(e.g. SARIMA) and LSTM models to forecast day ahead electricity prices.

   Jupyter Notebook

4. Paper-Implementation-Barzilai-Borwein-Step-Size-for-Stochastic-Gradient-Descent Paper-Implementation-Barzilai-Borwein-Step-Size-for-Stochastic-Gradient-Descent Public

   Implemented Barzilai-Borwein Step Size for Stochastic Gradient Descent paper as part of computational methods course

   Jupyter Notebook

5. Loan-Default-Risk-Prediction Loan-Default-Risk-Prediction Public

   💳📊 This project aims to predict loan repayment abilities using the Home Credit Group dataset. It involves analyzing and visualizing payment behavior and hyper-tuning XGBoost and LightGBM models wit…

   Jupyter Notebook

6. Predictive-Maintenance-of-Aircraft-Engine Predictive-Maintenance-of-Aircraft-Engine Public

   🚀 The goal of the project is to apply various predictive maintenance techniques to predict the failure of an aircraft turbofan engine using neural network.

   Jupyter Notebook