Applied Economics · Public Finance · Fraud Detection · KPI Architecture
Author: Vamakshi Chaturvedi
Role: Independent Applied Economist (Research & Evaluation)
Period: November 2025
This repository presents an independently developed rapid-options brief outlining rule-based fraud controls, minimum viable safeguards, KPI structures, and deployment pathways for strengthening fraud-resilience in public finance and government payment systems.
The brief demonstrates applied economist capabilities in risk modeling, governance design, and operational control structures, with a focus on rapid implementation, scalability, and data-lite execution.
A concise options brief covering:
- Fraud risk categories and high-frequency abuse patterns
- Rule-based control logic for immediate fraud suppression
- Minimum viable safeguards for rapid deployment
- KPI and dashboard metrics for system-level monitoring
- Governance & rollout pathways tailored for resource-constrained public finance contexts
- Operational decision points requiring policy alignment
This deliverable demonstrates frameworks, logic pathways, and decision structures used in the design of fraud-control systems and public financial management mechanisms.
- Fraud Detection & Risk Categorization
- Rule-Based Controls & Threshold Logic
- Minimum Viable Safeguards (MVS)
- KPI Architecture & Monitoring Metrics
- Public Finance Systems
- Governance Design & Implementation Pathways
These areas reflect core competencies in risk modeling, policy evaluation, and controls design, aligning with economist roles in payments, abuse prevention, and financial operations.
This work was prepared as part of my independent applied research portfolio, exploring practical, rapid-deployment mechanisms for reducing fraud exposure in public finance workflows.
It reflects independent analytical capability, the ability to design control systems from scratch, and applied understanding of how risk logic, KPIs, and governance structures support safe, scalable financial programs.
These competencies map directly onto economists' work in risk analysis, policy design, operational controls, and public-sector financial systems.
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© 2025 Vamakshi Chaturvedi. All rights reserved.
Independent work is prepared for analytical, academic, and professional purposes.
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