Shruti Naik
Data Scientist Ii @Humata Health
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WORK HISTORY
Data Scientist Ii @Humata Health
Built and deployed NLP models to automate prior authorization decisions for major health facility organizations resulting in 92% accuracy and reduction in decision process time.• Implemented RAG based conversational AI agent to a manual process to identify clinically documents which are most relevant to Medical Criteria Guidelines, CPT, and ICD-10 codes.• Developed and utilized a custom model training pipeline in Databricks, highlights include data processing in Pyspark and experiment tracking in MLFlow.• Handled team\'s system architecture, maintained, and updated database using SQL query, code review and automated the pipeline process for CI/CD execution using Azure Dev-ops to support services.• Created internal monitoring tool to identify prediction errors of deployed models and generate backlog alerts• Collaborated with cross-functional teams to deliver solutions and effectively communicated complex technical concepts to non-technical stakeholders.
EDUCATION
The University of Texas at Arlington
Master's degree, Bioengineering and Biomedical Engineering
Mumbai University
Bachelor of Engineering - BE, Biomedical Engineering
ABOUT SHRUTI NAIK
Experienced Data Scientist with hands-on experience in HealthCare Data Science. In-depth Knowledge of processing real-world data using Python (Scikit-learn, PySpark, NumPy, pandas, Keras, TensorFlow, matplotlib, JSON), SQL, MATLAB (Signal Processing Toolbox, Image Processing, EEGLab), and R (tidyR, ggplot2) to draw meaningful insights. Currently positioned at Humata Health, responsible to built data ingestion pipelines, automations, ETL/ELT, and CI/CD to production for Prior Authorization projects. Improving the efficiency and patient experience at payer end.
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