.jpeg)
TruBridge · Sep 2026 · ✅ Verified by Extern
TruBridge Healthcare Data Analytics Externship
A TruBridge externship in healthcare data analytics focused on working with public datasets, statistical analysis, and dashboard-ready visualizations.
Institute of Mental Health Externship via ExternSophomore at UC Berkeley who turns public data into clear analytics and visuals for finance and health insights.
Projects include a TruBridge healthcare data analytics externship focused on public datasets, statistical analysis, and dashboard-ready visualizations.
.jpeg)
TruBridge · Sep 2026 · ✅ Verified by Extern
A TruBridge externship in healthcare data analytics focused on working with public datasets, statistical analysis, and dashboard-ready visualizations.

Institute of Mental Health · ✅ Verified by Extern · ⏱️ In progress
This externship explores how care coordination work in acute mental health settings can be designed, analyzed, and communicated as a customer-centric operational system. Externs study the case manager’s role at IMH to understand how workflows shape patient experience, surface hidden risks, and make invisible coordination work visible. Through structured analysis, process mapping, and dashboard prototyping, externs learn how operational clarity supports continuity of care, safety, and institutional decision-making.
Sophomore at UC Berkeley who turns public data into clear analytics and visuals for finance and health insights.
I am a junior at UC Berkeley studying Applied Mathematics with a career focus in finance. I have completed a TruBridge healthcare data analytics externship where I worked with public datasets, performed statistical analysis, and prepared dashboard-ready visualizations.
Externships
Healthcare Operations & Consulting Externship
In progress
Experience
Executive Officer
Yahweh Apparel · August 2024 – Present
Student Assistant
UC Berkeley College of Environmental Design · September 2026 – Present
Guest Services Representative & Event Staff
Foodieland · June 2024 – Present
Healthcare Data Analytics Extern
TruBridge Healthcare · June 2025 - September 2025
Student Researcher
University of California, Irvine · July 2023
Education
University of California, Berkeley
BA in Applied Math, Concentration: Actuarial Science, Global Public Health Minor
Skills
✅ Verified by Extern
A TruBridge externship in healthcare data analytics focused on working with public datasets, statistical analysis, and dashboard-ready visualizations.
The work analyzed public healthcare financing, disease mortality, and survey datasets to compare funding models and outcomes across geographies. The student identified and documented the WHO Global Health Expenditure database, cleaned and normalized multiple CSVs in Google Colab with pandas and NumPy, and produced EDA visuals and written interpretations. The deliverables included cleaned Colab
.jpeg)
I delivered cleaned, normalized datasets and Colab notebooks, a data quality report, EDA charts with written interpretations, a linear regression showing a strong positive correlation (r=0.94, R²=0.96, p<0.001) in AskCHIS, and an interactive dashboard comparing heart disease by insurance type (2009–2014).
✅ Verified by Extern · ⏱️ In progress
This externship explores how care coordination work in acute mental health settings can be designed, analyzed, and communicated as a customer-centric operational system. Externs study the case manager’s role at IMH to understand how workflows shape patient experience, surface hidden risks, and make invisible coordination work visible. Through structured analysis, process mapping, and dashboard prototyping, externs learn how operational clarity supports continuity of care, safety, and institutional decision-making.
The externship analyzed care coordination work at the Institute of Mental Health, mapping workflows and producing analytic artifacts for operational clarity. The work combined process mapping, structured analysis, and dashboard prototyping to make coordination activities visible. Deliverables included workflow maps and analytical findings about coordination bottlenecks.

I produced workflow maps and a scope-of-work spreadsheet that detailed a case manager's daily responsibilities and surfaced fragmented records, high caseloads, and administrative pain points.
The module summarized a case manager's situation, tasks, workflows, and pain points. I mapped daily responsibilities (discharge coordination, risk surveillance, documentation, crisis response) and produced a spreadsheet scope-of-work showing fragmented records, high caseloads, and administrative…
I identified that patients received no follow-up after cardiac discharge, mapped contributing factors across people, processes, materials, machines, measurements, and environment, and traced deeper causes with a Fishbone and 5 Whys to show coordination and recordkeeping breakdowns.