RiskGuard AI

Explainable AI for payment fraud detection

2 followers

Explainable AI for payment fraud detection

2 followers

RiskGuard AI is an explainable payment fraud detection system built to identify unusual fraud spikes and high-risk transactions. It combines feature-based risk scoring, historical baseline comparison, fraud-spike detection, alerts, transaction-level explanations, and an audit trail. The project also includes held-out evaluation with precision, recall, F1, and false-positive cost, plus a Razorpay Test Mode integration layer.

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Launch tags:Fintech•Artificial Intelligence•GitHub

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Maker

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Hi Product Hunt! 👋 I built RiskGuard AI as a defensive payment-risk platform focused on detecting emerging fraud patterns before they become larger problems. The project analyzes transaction behavior, detects fraud spikes, explains why transactions were flagged, and creates linked alerts and audit records. I also included a held-out evaluation set so the detector's performance can be measured rather than relying only on demo results. I'd love to hear your feedback on the product, the approach, and what you'd improve next!

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2mo ago

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