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1. LLM-Customers-Survey-Classification LLM-Customers-Survey-Classification Public

   Developed an LLM-powered survey classification system using LLaMA 3, capable of processing 10K+ multilingual responses. Implemented a fault-tolerant pipeline with dynamic key rotation, checkpointin…

   Python

2. cxc-2025 cxc-2025 Public

   Built an LSTM-based model to forecast weekly restaurant sales revenue (R² = 0.89), improving accuracy by 30% over baselines through transformations and hyperparameter tuning. Designed a dashboard p…

   Jupyter Notebook 1

3. Analysis-of-Interest-Rate-Sensitivity-on-Household-Firm-and-Bank-Credit Analysis-of-Interest-Rate-Sensitivity-on-Household-Firm-and-Bank-Credit Public

   The analysis aims to understand how monetary policy affects credit markets, with a focus on sectoral differences in sensitivity to interest rate changes.

   Jupyter Notebook

4. Canadian_News_Media_LLM_Analysis Canadian_News_Media_LLM_Analysis Public

   Analysis of Canadian news media attitudes toward markets, government intervention, and free speech using LLM API evaluations, with temperature adjustments based on unique student identifiers. Inclu…

   Python 1

5. Regression_Tree_Prediction_Competition Regression_Tree_Prediction_Competition Public

   A machine learning project for prediction competitions using Regression Tree algorithms to predict target variables. It emphasizes cross-validation to mitigate overfitting and optimize performance.…

   Python

6. Used-Car-Price-Prediction-Competition- Used-Car-Price-Prediction-Competition- Public

   This project involves predicting used car prices using an ensemble model that achieved an R² accuracy of 0.965 and secured 2nd place in a class competition. Utilizing Random Forest, XGBoost, and Gr…

   Python