Stuti Patel

Data and analytics professional with an M.S. in Computational Linguistics and a B.S. in Business Administration with a concentration in Management Information Systems and a minor in Business Analytics. Skilled in SQL, Python, R, Excel, data analysis, and data quality. Healthcare AI experience includes developing a Python-based prototype for converting patient conversations into structured ENT information and draft clinical notes, evaluating data quality and AI outputs, and researching healthcare data integration workflows.

Healthcare Data Analyst at Origin Healthcare / ENT Practice (2026 – Present)

• Developed a Python-based AI prototype converting patient conversations into structured ENT clinical information and draft notes.
• Analyzed structured and unstructured data, identifying missing information, inconsistent formatting, labels, and output-quality issues.
• Evaluated AI-generated outputs using synthetic healthcare scenarios for accuracy, completeness, and consistency.
• Researched EMR/EHR systems, APIs, and FHIR to evaluate healthcare data integration workflows.
• Translated physician workflow requirements into technical requirements and communicated findings to stakeholders.
• Designed validation checks to flag incomplete or inconsistent clinical entries before they entered downstream documentation.
• Documented data-handling and output-review procedures to support consistency as the prototype scaled to additional use cases.
• Built a reference library of real and synthetic ENT patient scenarios to stress-test the prototype against edge cases and uncommon terminology.
• Tracked and reported recurring error patterns in AI-generated notes, prioritizing fixes by clinical impact and frequency.
• Coordinated with practice staff to align prototype output format with existing clinical documentation standards.

Student Assistant, Data & Constituent Records at Montclair State University (2023-01 – 2025-05)

• Maintained and validated constituent records using Raiser's Edge and Raiser's Edge NXT.
• Performed data-quality checks during imports and identified inconsistencies for correction or escalation.
• Analyzed alumni and donor survey data using Excel to support reporting and administrative decisions.
• Reviewed scholarship and donation forms for completeness and consistency and supported document workflows using PaperSave.

M.S. in Computational Linguistics – Montclair State University (2025-05)

B.S. in Business Administration — Management Information Systems, Minor: Business Analytics – Montclair State University (2023-05)