Summary
Overview
Work History
Education
Skills
Patents & Publications
Timeline
Generic

Beata Konczewski

Rolling Meadows,IL

Summary

I'm a patented healthcare data scientist with a passion for customer-centric solutions, focused on optimizing value and driving growth through innovation, particularly in tackling complex challenges.

Overview

5
5
years of professional experience

Work History

Senior Data Scientist

OptumRx
11.2022 - Current
  • Collaborated on cross-functional product development and design teams, harnessing innovative data assets to drive a 30% acceleration in project timelines. Delivered specialized technical and compliance expertise, resulting in a 28% compliance rate improvement for clients.
  • Conceptualized, engineered, and assessed predictive models, culminating in a 30% advance in data-driven value extraction and decision-making.
  • Implemented analytical solutions resulting in a 20% reduction in drug reactions, a 15% enhancement in clinical trial efficiency, and a substantial 25% reduction in R&D expenses for pharmaceutical clients.
  • Led data enrichment initiatives, spearheading the development of solutions that exceeded customer requirements, resulting in a 20% increase in client satisfaction and a growth in project success rates.

Data Scientist

Change Healthcare
02.2021 - 10.2022
  • Conducted pre-sale analysis of medical and pharmaceutical claims, offered post-sale contract support, and provided client assistance throughout the entire sales lifecycle, contributing to a 25% increase in pre-sale conversion rates and a 30% improvement in post-sale customer retention.
  • Oversaw and guided analytical projects during a "Summer Data Boot Camp" sponsored by CHC,encompassing data wrangling, modeling, and experimentation with a team of aspiring data scientists producing tangible outcomes in the form of a published research paper: ‘Predicting Nonalcoholic Fatty Liver Disease (NAFLD) Based on Electronic Oral Health Records’
  • Generated key contributions for thought leadership initiatives, playing a pivotal role in shaping and advancing the responsible use of data to enhance healthcare in the United States, resulting in a 20% increase in industry awareness and a 15% improvement in data-driven healthcare practices.
  • Collaborated in a team that boosted data and solutions business from $18M to $50M through the implementation of machine learning solutions

Data Analyst/Engineer

Change Healthcare
06.2019 - 01.2021
  • Leveraged R and Aginity Teams to scrutinize medical and pharmaceutical data, successfully identifying a potential source of savings amounting to $2 million annually
  • Conducted an in-depth analysis of medical providers' behaviors, uncovering a systematic pattern of unethical actions, leading to the identification of 213 cases of malpractice and resulting in significant cost savings for the organization
  • Prepared easy to understand dashboards and data visualizations for clients
  • Executed data mapping, migration, and integration processes, meticulously transforming data to align with the destination format, and efficiently loaded and validated the prepared data into the database, ensuring seamless compatibility and facilitating a 95% reduction in data integration errors.

Data Solutions Intern

Change Healthcare
06.2018 - 09.2018
  • Examined healthcare price variation for diverse procedures in the USA through extensive analysis of a large database using SQL
  • Conducted research and quality analysis of healthcare practices by comparing inpatient rates among various providers, in collaboration with external firms.
  • Performed analysis and research on the prevalence of indicators for potential inappropriate opioid prescribing among the United States population across various demographic characteristics over time.

Education

Master of Science - Data Science

DePaul University

MS - Economics and Statistics

University of Bialystok

BEATA KONCZEWSKI -

Skills

    TECHNICAL SKILLS

  • Languages: SQL, R, Python
  • Software: Tableau, Oracle, Aginity Workbench, Redshift, Microsoft Office Suite, SPSS, Microsoft Visio
  • Cloud Computing: AWS, Jupyter, Sagemaker

    • PROFESSIONAL SKILLS:

  • Excellent communication and Interpersonal skills
  • Problem solving to create value
  • Strategic planning
  • Analytical thinking
  • Research, Data analysis and presentation
  • Leadership skills
  • Teamwork

Patents & Publications

  • “Impact of Telehealth on Hospitalization of Skilled Nursing Facility Patients During the COVID-19 Pandemic” Telehealth & Medicine Today,07.23.23
  • Using Medical Claims to flag ED frequent flyers, Patent filing IDF-003197, 2023
  • Systems and methods for predicting patient care paths, Patent filing 10839-135US, 2022

Timeline

Senior Data Scientist

OptumRx
11.2022 - Current

Data Scientist

Change Healthcare
02.2021 - 10.2022

Data Analyst/Engineer

Change Healthcare
06.2019 - 01.2021

Data Solutions Intern

Change Healthcare
06.2018 - 09.2018

Master of Science - Data Science

DePaul University

MS - Economics and Statistics

University of Bialystok

BEATA KONCZEWSKI -

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