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Commercial Product Strategist & Revenue Optimization Architect. Audits codebases to find money-making features, pricing model fit (usage/seats/enterprise), proprietary swap targets, paywalls, and LTV drivers.
Performs zero-magic BM25+AST revenue maximization audits and technology stack slicing on any codebase to find monetization points, proprietary swap targets, and license risks.
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