Currently an Extern @TruBridge

Aspiring Mathematician & Consultant

I'm a graduate student in Mathematics, eager to connect and grow in the healthcare operations field.

Work samples

Discover my work in healthcare operations and mathematics, showcasing my analytical expertise and commitment to professional growth.

Healthcare Operations & Consulting Externship
Institute of Mental Health · Jul 2026 · ✅ Verified by Extern
Healthcare Operations & Consulting Externship
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.
Stakeholder MappingProcess MappingRoot Cause AnalysisSystems ThinkingChange ManagementStrategic Communication
TruBridge Healthcare Data Analytics Externship
TruBridge · ✅ Verified by Extern · ⏱️ In progress
TruBridge Healthcare Data Analytics Externship
A TruBridge externship in healthcare data analytics focused on working with public health datasets, statistical methods, and dashboarding to analyze county-level health and social determinants data.
Data AnalysisData VisualizationData Storytelling

About me

I'm a graduate student in Mathematics, eager to connect and grow in the healthcare operations field.

I am a graduate student pursuing a Ph.D. in Mathematics, currently in an externship at the Institute of Mental Health. My goal is to cultivate relationships and expand my professional network as I navigate the early stages of my career.

Externships

TruBridge Healthcare Data Analytics Externship

TruBridge

Experience

Research Data Scientist

Amrita Institute of Advanced Research (AIAR) · January 2026 – Present

Data Analyst

United States Postal Service — Postal Regulatory Commission (PRC) · July 2024 – June 2025

Data Scientist

Amrita Institute of Medical Sciences (AIMS) · August 2023 – December 2023

Software Development Engineer I (Full-Stack)

Cue Health · June 2022 – October 2022

Education

Northwestern University

Master’s in Data Science

University of California, Riverside

Bachelor of Science, Applied Mathematics

Skills

MathematicsHealthcare OperationsConsultingNetworkingAnalytical Skills

Back to works

Institute of Mental Health · Jul 2026 ↗

✅ Verified by Extern

Healthcare Operations & Consulting Externship

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.

Stakeholder MappingProcess MappingRoot Cause AnalysisSystems ThinkingChange ManagementStrategic Communication

Overview

This externship analyzed care coordination in an acute mental health clinic and produced concrete artifacts from a clinic case study. Work included a spreadsheet stakeholder map that grouped five stakeholder buckets, root-cause analysis of missed first outpatient follow-ups, decision-tree and flowchart visualizations of post-discharge follow-up, and a prototype dashboard that queued verification

Healthcare Operations & Consulting Externship

Open Link

What I've accomplished

I produced a stakeholder map, root-cause diagrams for missed first outpatient follow-ups, a decision-tree and flowchart that added verification owners and calendar-day clocks, and a dashboard prototype that queues verification tasks and quantifies workload by role.

Project breakdown

View all works

Back to works

TruBridge ↗

✅ Verified by Extern · ⏱️ In progress

TruBridge Healthcare Data Analytics Externship

A TruBridge externship in healthcare data analytics focused on working with public health datasets, statistical methods, and dashboarding to analyze county-level health and social determinants data.

Data AnalysisData VisualizationData Storytelling

Overview

The work analyzed the County Health Rankings & Roadmaps 2025 flat file and produced an analysis-ready county dataset. The project paired adult diabetes prevalence with children in poverty, documented preprocessing steps and derived stratification fields, and produced statistical output including a Spearman correlation and bootstrap confidence intervals.

TruBridge Healthcare Data Analytics Externship

What I've accomplished

I selected the County Health Rankings 2025 county flat file, paired adult diabetes prevalence with children in poverty, documented preprocessing and derived stratification fields, and produced a Spearman correlation analysis with bootstrap CIs on roughly 3,140 counties.

Project breakdown

Situation: the project needed a fit-for-purpose dataset. Task: find county-level data linking an SDOH and a health outcome. Action: evaluated sources and selected the County Health Rankings 2025 flat file. Result: committed to adult diabetes prevalence × children in poverty, with ~3,140 county…

Open Link

I described the CHR&R 2025 CSV, noted it used two header rows, identified 3,204 total rows (3,152 counties), planned preprocessing (filter to counties, set v-code headers, coerce numerics), listed selected measures and expected complete-case count (3,100 counties) and derived stratification fields.

Google Docs

Access

Situation: county-level diabetes and income were right-skewed. Task: select and run an appropriate bivariate test. Action: ran Spearman rho and bootstrapped CI, plus quartile medians and comparison to Pearson. Result: produced rho = -0.6491, 95% CI [-0.6710, -0.6260], quartile medians…

Google Docs

Access

View all works

Work samples

Healthcare Operations & Consulting Externship

TruBridge Healthcare Data Analytics Externship

About me

Healthcare Operations & Consulting Externship

Overview

What I've accomplished

Project breakdown

Know How Business Processes Impact Customer ExperienceI created a stakeholder map and role summary for the case manager in a mental healthcare setting.

Understand Problems for Customers & StaffI mapped coordination failures after psychiatric discharge and performed root cause analyses (Ishikawa and 5 Whys) on missed first follow-up appointments.

Analyze & Optimize WorkflowsI converted my prioritized post-discharge follow-up issue into a decision tree and visual flowchart, clarifying ownership, triggers, and verification steps to close detection gaps.

TruBridge Healthcare Data Analytics Externship

Overview

What I've accomplished

Project breakdown

Establish Your Analytical Foundation and Find Your DataI chose a county-level public dataset and committed to a specific outcome–SDOH pairing for analysis.

Explore Your Data and Form a Research QuestionI mapped the County Health Rankings 2025 file, documented its structure, and prepared a county-level analytic subset for analysis.

Select and Run Your AnalysisI ran a Spearman rank correlation between county adult diabetes prevalence and median household income and wrote a 100–150 word story draft of the findings.