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Handwritten Digit Recognition With CNNs

A CNN that recognizes handwritten digits, automatically segments multi-digit numbers, and reads them in order. 98.5% test accuracy, under 100ms per prediction.

Machine LearningTensorFlowOpenCV

Jun 30, 20251 min read

Credit Card Fraud Detection With Logistic Regression

End-to-end fraud detection on 284K+ transactions. Logistic Regression with balanced class weights, 99.9% accuracy on data with only 0.172% fraud cases.

Machine LearningFinTechData Science

Jun 29, 20251 min read