Meticulous Data Scientist accomplished in compiling, transforming, analyzing, and producing visualizations of complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
2
2
years of professional experience
Work History
Junior Data Scientist
Atrium Health
11.2021 - Current
Worked with stakeholders to design, build, and maintain quarterly roadmaps based on impact, effort, and test coordinations.
Utilized advanced querying, visualization, and analytics tools to analyze and process complex data sets.
Extracted and assessed data from databases to drive improvement of product development and business strategies and processes.
Developed polished visualizations to share results of data analyses.
Devised and deployed predictive models using machine learning algorithms to drive business decisions.
Developed and maintained information resources for data-informed decision support and empowerment of clinical and administrative leaders supporting equity-focused programs and services.
Applied statistical and algebraic techniques to interpret key points from gathered data.
Worked in conjunction with the Impact Evaluation & Grants Management (IEGM) team to create a system automation-use tool, utilizing PowerBI, to successfully identify technological opportunities for information dissemination
Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
Headed evaluation impact for Bank of America’s “Meaningful Medicine” program, supporting PowerBI integration with ongoing projects and programs.
Junior Data Analyst
UPMC Department of Anesthesiology and Perioperative Medicine
06.2021 - 10.2021
Analyzed large datasets utilizing MS Excel and developed monthly reports to demonstrate quantifiable value of UPMC’s integrated delivery and finance system (IDFS) clinical innovation program
Proposed solutions through manual chart review to optimize EMR documentation within Epic and Cerner EMRs in the perioperative setting
Identified opportunity trends to standardize preoperative testing through end-user Epic ATG Smartset data
Abstracted EMR data to help support the value of a system-wide Enhanced Recovery Program (ERP) and the Center for Perioperative Care (CPC)
Led quality assurance through detailed patient analysis to support clinical pathway development in patients with anemia
Assessed service line opportunity through analysis based on patient risk for MACCE and mortality
Assisted with the onboarding process by mentoring incoming data analysts in regards to the CPC & ATG Program’s expanded outcome variables.
Set up SQL database on cloud servers to store client data for query analysis.
Applied statistical and algebraic techniques to interpret key points from gathered data.
Improved data collection methods by designing surveys, polls and other instruments.
Devised and deployed predictive models using machine learning algorithms to drive business decisions.
Education
Bachelor’s Degree in the Dietrich School of Art and Sciences - Economics
University of Pittsburgh
Pittsburgh, PA
Master of Science - Healthcare Informatics
University of Pittsburgh
Pittsburgh, PA
2021
Skills
Microsoft Office Suite
Python
R
SQL
Qlik
SPSS
Data Mining
Data Exports
Experiences
NCAA Division 1 student-athlete (Baseball) at Tulane University (2016-2017) and the University of Pittsburgh (2017-2019)
Team captain of the University of Pittsburgh varsity baseball team (2017-2019)
Utilized extensive time management and organizational skills to manage time effectively while traveling for games, attending practice, and completing demanding coursework.
Continued to hone a strong work ethic, as well as strong self-discipline.
Demonstrated strong leadership and communication skills, effectively motivating and encouraging peers.
Adapted quickly to changing game plans and strategies.
Timeline
Junior Data Scientist
Atrium Health
11.2021 - Current
Junior Data Analyst
UPMC Department of Anesthesiology and Perioperative Medicine
06.2021 - 10.2021
Bachelor’s Degree in the Dietrich School of Art and Sciences - Economics