Where a generic CV loses fintech meaning
“Shipped a feature” can hide the licensing constraint, risk model, payment rail, compliance review, or reporting obligation that made the launch difficult. A general CV may read like ordinary software delivery even when the role sat at the intersection of product, money, regulation, and trust.
What Deep changes
QuantCV uses fintech role families, seniority signals, payments and risk terminology, and compliance-sensitive framing through the confirmed vacancy and candidate evidence. Every supported block can contribute to the same role-specific argument rather than leaving the industry context in one summary paragraph.
What QuantCV will not infer
The pack cannot invent a license, payment flow, approval, metric, or regulated responsibility. Model-assisted guidance is treated as reviewed judgment. Missing evidence stays a gap or a targeted question, and the candidate controls the resulting wording.