KAGGLE TRAINED MODELS

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Loan Approval Prediction

Scikit-learn (Classification) · Loan Approval Dataset

Built an end-to-end binary classification model to predict loan application approval status. Optimized hyperparameters using Grid Search CV across Random Forest, XGBoost, and LightGBM models.

96.4% Accuracy (XGBoost/LightGBM)View Model

HACKATHON JOURNEY

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VibeState’25 by Singularity

Organizer: Singularity

Pitched and engineered a prototype solution at VibeState'25, a national-level hackathon organized by Singularity, securing a position in the Top 10 finalist teams.

Finalists (Top 10 Teams)View Event