Sharmin (Data Science With Sam)
Sharmin is the founder of Livora and the guest in EP 28: The AI Revolution: Redefining Healthcare Financing. The source identifies her by first name only, so this page keeps her identity source-scoped rather than inferring a full name.
In the episode, Sharmin says she has 13 years of product design and design-leadership experience. She applies that background to Independent Healthcare Clinic Financing, arguing that many clinics need a financing process that understands bookings, operations, documents, borrower readiness, and lender criteria instead of beginning only with credit filters.
Her key contribution to the wiki is a healthcare-fintech workflow frame: Data-Driven Clinic Underwriting, AI-Enabled Loan Document Analysis, Clinic Lender Matching, Borrower Readiness Financing, and Consent-Based Loan Data Sharing have to work together if independent clinics are to access capital faster without losing control of sensitive information.
Connections
- Livora - company Sharmin founded.
- Data Science With Sam and Sam (Data Science With Sam) - show and host context.
- Independent Healthcare Clinic Financing, Women-Owned Clinic Capital Gap, and Non-Bank Healthcare Lending - market and mission problem she describes.
- AI-Enabled Loan Document Analysis, Clinic Lender Matching, and Consent-Based Loan Data Sharing - product workflow she explains.