Gourav has spent 9+ years in mortgage risk, underwriting, and fraud evaluation,
reviewing financial applications for accuracy, compliance, and risk exposure. He applies that
same scrutiny to every calculator on Datafrog.tools — checking formulas against the standard
financial methodology before they're published.
Tools he owns: Reviews all financial calculators — mortgages, loans, and investment returns.
Verified means: real, continuous professional experience in mortgage underwriting and credit
risk roles since 2016, listed in the Case History tab below. This is a background check on the
author, not a claim that any calculator output is personalized financial advice — see the
disclaimer on each tool.
Areas of expertise
Mortgage UnderwritingFraud AnalysisCredit EvaluationRisk MitigationWorkflow & Process DesignFinancial Compliance Review
Gourav's work has centered on evaluating financial risk at the individual application level —
mortgage files, credit decisions, and fraud indicators — where small errors carry real financial
consequences. That same standard of verification is applied to the calculators published here.
Conducts mortgage loan analysis, fraud detection, and credit evaluation for financial
applications, alongside business process optimization work.
Managed underwriting and mortgage lending teams, focused on workflow efficiency and
risk mitigation practices across the lending process.
Performed detailed mortgage underwriting and fraud assessment to support accurate,
compliant credit decisions.
Reviewed mortgage applications, validated underlying data, and supported compliance
and risk-minimization standards on every file.
How Gourav verifies every calculator on Datafrog
01Every formula is checked against the recognized standard for that
calculation — compound interest, CAGR, or amortization — not assumed or approximated.
02Worked examples on each page are calculated by hand and matched
against the live tool's default settings before publishing, so the documented examples and the
tool itself never disagree.
03Every financial calculator carries a disclaimer stating results are
illustrative, not personalized financial advice, and that a registered advisor should be consulted
before acting on them.
04Pages are revisited when formulas, tax rules, or underlying data
sources change, not left static indefinitely.
