Core contributor in the successful deployment of the first Authobot model, applying domain expertise and research to accelerate production readiness, which led to enhanced operational efficiency, and significant cost savings after going live.
Conducted in-depth research on the end-to-end clinical reviewer process, analyzing key elements such as the MRR pathways, denial rationales, and guidelines, to identify automation opportunities. Incorporated this data into the data model for future research and dataset creation, while sharing critical domain knowledge with product owners and data scientists to support ongoing initiatives.
Transformed dataset generation, creating a streamlined, replicable process that scaled from 10 datasets per year to being able to produce 10+ per sprint, improving data availability, and supporting faster model development.
Lead Data Science Analyst - Data Science
EviCore
11.2021 - 06.2023
Co-founded the data engineering team, owning the data model, ingestion, and reporting processes; successfully delegated these responsibilities to new hires, established a Jira workflow for handling requests across multiple scrum teams, and took ownership of dataset generation to allow data scientists to focus on algorithm development.
Conducted experiments for M0 3.1 and 3.2 experiments, and was instrumental in the launch of ORCA, M0 MSK, and M0 Gastro.
Sr. Data Science Analyst – Data Science
Evicore
03.2020 - 11.2021
Led migration from the Data Lake to the Databricks Lakehouse, improving data processing speed, scalability, and enabling faster creation of new AI products.
Developed reporting for intelliPath Connected, ORCA, and Project Gather, providing actionable insights and supporting business decisions.
Sr. Data Analyst - Operations Analytics
Evicore
07.2017 - 03.2020
Pioneered Tableau adoption as the primary BI tool, creating over 100 dashboards and reports for new programs (e.g., Lab, MSK, Sleep) and key processes (e.g., outbound dialers, appeals, Medicare compliance). Built strong cross-functional relationships, empowering product managers and leadership with data-driven insights for better decision-making.
Data Bootcamp Teaching Assistant
University of Minnesota
Minneapolis, USA
08.2018 - 02.2019
Guided learners through advanced concepts in data visualization, analytics, and AI.
Data Analyst - Client Reporting
EviCore
Bluffton, USA
06.2015 - 07.2017
Collaborated with internal client reps and external health plan clients to gather requirements, then built and delivered tailored reporting packages to demonstrate eviCore’s value on periodic cycles.
Education
Master of Science - Computer Science
University of Illinois At Urbana-Champaign
Champaign, IL
12-2022
Bachelor's Degree - Marketing & Business Analytics, Chinese & International Business
Miami University-Oxford
07.2015
Timeline
Analytics Engineering Manager
EviCore
07.2023 - Current
Lead Data Science Analyst - Data Science
EviCore
11.2021 - 06.2023
Sr. Data Science Analyst – Data Science
Evicore
03.2020 - 11.2021
Data Bootcamp Teaching Assistant
University of Minnesota
08.2018 - 02.2019
Sr. Data Analyst - Operations Analytics
Evicore
07.2017 - 03.2020
Data Analyst - Client Reporting
EviCore
06.2015 - 07.2017
Master of Science - Computer Science
University of Illinois At Urbana-Champaign
Bachelor's Degree - Marketing & Business Analytics, Chinese & International Business