{"entity":"person","person":{"name":"Manish Pithwa","role":null,"level":"Senior","country":null,"summary":"Application Security-oriented web developer (senior-level engineering signal) focused on building production web apps with integrated LLM services and defensive controls. The strongest proven skill is building resilient AI-backed form-generation and repair logic with concrete artifacts in app/Services/AiFormService.php and comprehensive feature tests in tests/Feature/FormBuilderTest.php. 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