Priyanka Soni

Data Science Manager (Contract) at Northwestern University
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Contact Information
us****@****om
(386) 825-5501
Location
IN
Languages
  • English -
  • Marathi -
  • Hindi -

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Credentials

  • Certificate of Appreciation from UHS for Conducting Performance Improvement Projects
    UHS Hospitals
    Nov, 2013
    - Oct, 2024
  • Green Belt Lean Six Sigma
    Binghamton University
    Mar, 2013
    - Oct, 2024
  • Certificate of Awareness Program on MOST and Sharing of Productivity Improvements, Indian Institute of Industrial Engineering
    Indian Institute of Industrial Engineering
    Aug, 2011
    - Oct, 2024
  • Certified Health Data Analyst
    AHIMA
    Dec, 2016
    - Oct, 2024

Experience

    • United States
    • Higher Education
    • 700 & Above Employee
    • Data Science Manager (Contract)
      • Sep 2021 - Present

    • Data Scientist
      • May 2019 - Present

    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • Business Intelligence Architect
      • Mar 2017 - Mar 2019

    • Analytics Consultant
      • Mar 2016 - Mar 2017

    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • Quality and Transformation Analyst
      • May 2014 - Mar 2016

      Applying data analytic tools to look for improvement areas. Using various statistical process control charting to identify special causes in measures being studied. Applying data analytic tools to look for improvement areas. Using various statistical process control charting to identify special causes in measures being studied.

    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • Research Associate
      • Sep 2012 - Mar 2014

      Conducted various lean six sigma performance improvement projects at United Health Services. (Expertise in Simulation modeling and Analysis) 1. Patient Flow Simulation Model -- Built a comprehensive discrete event simulation model of patient flow in Emergency Department (ED), Operating Room (OR) and Inpatient Unit (IU). -- Developed a Multi-ED and OR simulation model for two hospitals and analyzed patient transfer system in the model. 2. Timely Inpatient Discharge: Team member of a Lean six sigma project for reducing patient discharge process time and streamlining the inpatient discharge process. 3. Electronic Breast Surgery Nurse Navigation Tool -- Developed a nurse navigation tool using advanced VBA programming skills to automatically retrieve any patient’s breast surgery database and also generate patient related statistics. 4. Diabetic Patient Blood Pressure Level Prediction Model (In progress) -- Analyzed data of all 4 methods currently used to obtain blood pressure levels of a patient -- ANOVA analysis to compare these 4 methods’ accuracy of measuring blood pressure levels of a diabetic patient (In progress) 5. Predicting Surgery Duration Using Data Mining Technique -- Analyzed significant factors affecting surgery time of any patient -- Performed Binary Logistic Regression analysis to accurately predict surgery duration of a patient

    • Research student
      • May 2011 - Jan 2012

      Title: Pharmacy Supply Chain Automation --Study of Present Supply Chain --Data Collection and Data Analysis of the Pharmacy Management --Requirement Analysis for automation --Development of a web- based application that will link all the actors in the supply chain --Value Analysis (Profit Analysis, Monetary Savings, Ease of accessibility) Title: Pharmacy Supply Chain Automation --Study of Present Supply Chain --Data Collection and Data Analysis of the Pharmacy Management --Requirement Analysis for automation --Development of a web- based application that will link all the actors in the supply chain --Value Analysis (Profit Analysis, Monetary Savings, Ease of accessibility)

    • Intern
      • Dec 2010 - Jan 2011

      Study and Improvements in Tube Mills Division in ERW Section (Electric Resistance Welding). Improvement in Layout of Tool Crib and Proposed Plant Layout of CEW Section (Cold-Drawn Electric welding) Study and Improvements in Tube Mills Division in ERW Section (Electric Resistance Welding). Improvement in Layout of Tool Crib and Proposed Plant Layout of CEW Section (Cold-Drawn Electric welding)

Education

  • State University of New York at Binghamton
    Master's Degree, Industrial and Systems Engineering
    2012 - 2014
  • Vishwakarma Institute Of Technology
    Bachelor's Degree, Industrial Engineering
    2008 - 2012
  • Harvard Extension School
    Graduate Degree Certficate in Data Science, Data Science
    2017 -

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