Yashvardhan Singh
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Fintech Product · 2025

GetCred alternative credit intelligence

Explainable cashflow underwriting and alternative credit scoring for India’s 80M+ gig and informal workers.

Product & systems builderProduct discoveryXGBoost & SHAPUPI TelemetryDPDP Compliance
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Situation

Legacy credit bureaus exclude 80M+ Indian gig and informal workers who lack formal CIBIL credit histories despite active daily UPI transaction footprints.

Constraint

Must ensure zero raw financial statement retention under the DPDP Act 2023 while maintaining sub-5ms inference latency for real-time lender underwriting.

Decisions

Engineered a 14-feature UPI cashflow extractor, deployed an explainable tree-based model with SHAP attribution, and built a lender cockpit for real-time risk simulation.

Outcome

Enabled instant 0–900 GigScore evaluation, sub-5ms decision latency on 2M+ simulated monthly transactions, and cryptographically auditable zero-retention reports.

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