Sakshi

Tests every release against real data and edge cases before it reaches production, not just the happy path, but the messy inputs a system will actually see in the field: a blurry invoice scan, a dropped WhatsApp message, a camera feed in low light. Builds the test suites and validation checks that catch problems before a client does, keeping the company's precision numbers honest.