Priyesh
Kumar Singh
Analytics professional working at the intersection of financial risk, data, and business decision-making across banking, fintech, consulting, and AI.
Turning analysis into decisions.
Selected examples spanning fraud strategy, credit risk, fintech growth, portfolio analytics, and conversational AI.
Scenario-based analytics across credit segments to evaluate portfolio decisions and financial performance.
2K+ scenarios · 10+ credit segmentsRisk-based step-up strategy using device and network intelligence to detect anomalous behavior.
~$0.9M annual NPV upliftA documented risk-strategy case involving threshold calibration, fraud prevention, customer experience, and business impact.
~$1.4M positive NPVIdeas, analysis & lessons.
Agentic AI in Risk Analytics
How autonomous AI systems can monitor, prioritize, and act on risk signals across fragmented data sources.
Graph Analytics for Fraud Detection
An introduction to how relationships between entities can reveal fraud patterns that tabular analysis can miss.
Welcome to My Personal Site
Why I am building a home for my professional work, writing, travel, and ideas.
Travel. Food. Outdoors. Ideas.
A separate space for the places I explore, things I cook, books and ideas I find useful, and experiences that shape how I think.