Pragnya Pradhan

About Pragnya Pradhan

With over 10 years of hands-on experience in AI and data science, I am passionate…

Experience

1. Senior Data Scientist

   Oracle

   Jan 2022 — Present · Bengaluru, IN

   In this role, I harness large datasets to identify key trends, patterns, andinsights that drive strategic decisions. A strong advocate for innovation,I’ve secured four patents in advanced data science and healthcare tech,underscoring my commitment to forward-thinking solutions. By implementing ascalable solution using FAISS for semantic similarity search, I’ve cutprocessing times from hours to minutes, dramatically boosting systemefficiency.Selected achivements: Achieved work hours in savings by developing an NLP-powered EntityLinking tool that empowers clinical terminologists to efficiently mapclinical concepts to proprietary codes. Led the creation of an AI-driven Prior Authorization System for insuranceproviders, utilizing Generative AI to streamline workflows, reducingapproval times by 40% and enhancing healthcare service speed. Increased model accuracy by 6% by refining text preprocessing andencoding using transformer models. Elevated data quality and operational performance by 11% through acustom-built AI-powered deduplication engine using LLMs to accurately detectand merge duplicate records. Improved clinical coding precision by 15% with an NLP solution designedto meet industry standards like SNOMED CT and LOINC, ensuringrecommendations align with regulatory requirements. Facilitated 63% recovery of denied claims, generating significant costsavings by building a predictive denial model that pinpoints primary denialcauses, providing clients with critical insights.

Education

• Modi Public School, Kota

  H.S.E., Physics, Chemistry, Maths

  2004 — 2006

• Xavier Institute of Management(XIM Bhubaneswar)

  Master of Business Administration (MBA), Systems

  2014 — 2016

• D.P.S. Nalco Nagar

  S.S.C.

  1992 — 2004

• Institute of Technical Education and Research

  Bachelor of Technology (BTech), Electrical and Electronics Engineering

  2006 — 2010

Skills

• C++
• Business Analysis
• R
• IT Pre-Sales
• Requirement Gathering
• C
• Sql
• Business Intelligence
• Management
• Powerpoint
• Microsoft Excel
• Microsoft Word
• Spss
• Teamwork
• Team Management
• Project Management
• Microsoft Office
• Html
• IT Consulting
• Java