<ul><li>A PM built an AI model to predict shipment RTO risk and shares the lessons learned.</li><li>RTO (Return to Origin) is a major issue in the Indian eCommerce ecosystem, and predicting RTO risk is crucial for the industry.</li><li>The AI model built using XGBoost achieves high precision, recall, and F1-score, and effectively distinguishes risky shipments.</li><li>The deployment of the FastAPI-based model required extensive debugging, but the final solution proved to be successful.</li></ul>

“I Built an AI Model to Predict Shipment RTO Risk — Here’s What I Learned”

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