I build the risk policies and credit frameworks that help fintechs scale safely.
With over a decade of hands-on credit risk leadership, I help lenders design high-performing Business Rules Engines (BRE), optimize underwriting criteria, and manage credit exposure on autopilot.
Credit policy is the difference between growth and default.
A fractional credit leadership model provides high-growth lenders with enterprise-grade underwriting design, bureau API custom fallbacks, and risk tiering configurations.
Average reduction in portfolio default rates across client integrations.
Decision engine logic pass-through uptime, utilizing bureau api failover loops.
Average timeframe to rewrite and deploy an optimized Business Rules Engine (BRE) ruleset.
Core Risk & Credit Expertise
A decade of specialization at the intersection of quantitative risk policy, automated logic engines, and fractional corporate finance.
Building Risk Functions & BRE Systems
Designing policy rule configurations and end-to-end deployment workflows for automated underwriting.
AI & Credit Policy Alignment
Recalibrating traditional policies to support ML-based scoring models and automated decision runs.
Portfolio Feedback Loops (EWS)
Implementing early warning signal analytics to identify portfolio stress segments before delinquency peaks.
Lender Partnerships
Establishing integration SLA structures and risk-sharing guidelines between lenders and platforms.
Portfolio Management
Monitoring asset concentrations, sector exposures, and active collections efficiency metrics.
Debt Capital Markets
Structuring syndication programs, co-lending templates, and asset securitizations.
Financial Planning & Cash Flows
Building dynamic cash runway models, capital projection graphs, and stress scenario audits.
Virtual CFO Services
Fractional boardroom representation, corporate tax strategies, and audit readiness reviews.
Comprehensive Financial Services
Professional Chartered Accountancy and financial management solutions tailored for scaling businesses and promoters.
Budgeting
Strategic resource allocation, departmental spend forecasting, and runway analysis to control capital spend.
Financial Accounting
End-to-end bookkeeping audits, compliance management, and institutional reporting setups.
Financial Advisory
Boardroom-level growth planning, corporate structuring, and strategic transaction assistance.
Financial Analysis
Deep-dives into unit economics, customer acquisition metrics (LTV/CAC), and margin maximization.
Financial Planning
Dynamic multi-scenario cash flow forecasting, treasury modeling, and working capital solutions.
Loans & Capital
Debt syndication, NBFC co-lending setups, and negotiation support for institutional capital lines.
Personal Tax Planning
Tax optimization guidelines, promoter wealth structures, and regulatory filing support.
Recent LinkedIn Analysis
Regular breakdowns on credit risk, regulatory compliance, and underwriting engine optimizations.
"Fintech default rates are climbing. If your Business Rules Engine (BRE) isn't cross-referencing bureau history with real-time bank transaction anomalies, your underwriting framework is exposed. In early-stage lending, static credit policies are no longer enough—you need dynamic rules."
"Why 80% of fintechs face high drop-offs at the bureau pull step: it's not the customer, it's the integration logic. Setting up optimized fallback API routing between bureaus (CIBIL, Experian, Equifax) is the difference between a 42% verification drop-off and 15%. Optimize your routing first."
Schedule a strategy session directly.
Select a booking category and consultation type. No platform middleman fees. Payment is processed securely via Razorpay, and a calendar invite will be generated instantly.
Available Consultations
Discovery Audit
Financial Advisory
Strategic Risk Audit
Preliminary evaluation of your credit policy parameters, bureau API failover queries, and general project scope.