AICTE IDEALab, SRKR Engineering College
|AI/ML Research Intern
Chinnamiram, AP, India
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Summary
Led the development of an end-to-end fraud detection pipeline, building Flask APIs for real-time prediction and deploying advanced ML models.
Highlights
Developed an end-to-end fraud detection pipeline leveraging 5 distinct ML models, enhancing real-time prediction accuracy through Flask APIs and improving model selection by optimizing ROC-AUC, SMOTE, and cross-validation.
Deployed top-performing ML models via a Flask web application, enabling real-time fraud scoring with dynamic risk levels and ensemble verdicts, which resulted in AICTE IDEALab certification after a successful presentation at I-Hub, Chinnamiram.