Data Scientist & Systems Analyst · Grand Rapids, MI

Aditya
Dube

Turning raw data into decisions — across healthcare, finance, and beyond. 3+ years bridging analytics, machine learning, and enterprise systems.

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01 — About

The data tells a
story, I translate it.

I'm a data-driven professional with 3+ years of experience spanning healthcare analytics, financial systems, and machine learning research. Currently an Application Systems Analyst at Corewell Health, where I work at the intersection of Epic EHR, automation, and data integrity.

I hold an M.S. in Data Science & Analytics from Grand Valley State University (GPA 3.82), where I was recognized with the Graduate School Citation for Academic Excellence. My work spans Python, R, SQL, cloud platforms, and deep learning frameworks.

Outside of data — I write. Two of my poems have been published in The Opus Coliseum, and I keep a personal blog where language becomes its own kind of model.

3+
Years Experience
$141K
Annual Savings Delivered
115K+
Care Gaps Closed
3.82
Graduate GPA

Artistic Publications

Beyond data, I'm a published poet. Words, like data, are just another way of finding patterns in the world.

  • Whispers of the Wounded Soul
    The Opus Coliseum, 2023
  • Love That Frightens Me
    The Opus Coliseum, 2022

Education

M.S. Data Science & Analytics
Grand Valley State University, Dec 2024
GPA: 3.82 · Graduate School Citation for Academic Excellence

02 — Experience

Where I've worked

Application Systems Analyst Corewell Health Feb 2025 — Present
  • Increased EPP chart access by 1,715% and achieved $141K in annual savings through optimized Medicare Risk Adjustment configs, freeing 140+ FTE hours.
  • Automated payer-provider alignment workflows in Epic, closing 115K+ care gaps and improving data accuracy.
  • Engineered WorkQueue automations resolving 20K+ demographic overlays, reducing manual review time by 35%.
  • Built real-time ADT & scheduling notification reports and automated duplicate-coverage termination logic.
  • Streamlined pharmacy and medical claims processing for validated pipelines and compliant reimbursement groupers (MS-DRG, APR-DRG, CPT, ICD-10).
Revenue Cycle Intern Corewell Health May 2024 — Aug 2024
  • Enhanced billing efficiency by 15% through SQL-based analysis of 3,000+ patient accounts.
  • Developed Tableau dashboards boosting reporting accuracy by 25%.
  • Automated auditing for 5,000+ transactions, cutting error rates by 30%.
  • Managed sFTP and KPI dashboard pipelines, improving data flow efficiency by 20%.
Graduate Research Assistant Grand Valley State University Aug 2023 — Dec 2024
  • Led statistical analysis of firm-level trust scores using regression and time-series models.
  • Applied NLP and machine learning to study economic disparities and educational biases.
  • Increased research productivity by 30% through Python automation and version control.
Programmer Analyst Trainee Cognizant Technology Solutions Feb 2021 — Nov 2022
  • Administered 500+ MySQL database operations, maintaining 90% on-time project delivery.
  • Optimized queries to boost retrieval speed by 20%.
  • Designed 200+ test cases, improving QA coverage by 30% and reducing post-deployment issues by 25%.

03 — Skills

Tools of the trade

Data Science & Analysis
PythonRSQL SASSPSS Statistical AnalysisHypothesis Testing Regression AnalysisTime-Series Analysis Predictive ModelingForecasting Feature EngineeringA/B Testing Multivariate AnalysisData Wrangling ETL PipelinesExploratory Data Analysis Data Cleaning
Machine Learning & Deep Learning
TensorFlowKeras PyTorchScikit-Learn Reinforcement Learning Advanced ML Techniques
Database & Cloud
MySQLMongoDB AWSAzure GCPSnowflake
Visualization & Reporting
TableauPower BI MatplotlibPlotly
NLP & Text Analytics
SpaCyNLTK TransformersText Mining Sentiment Analysis
Platforms & Tools
Epic EHRGit JirasFTP

04 — Projects

Selected work

Graduate Research
📊
MTM Usage Predictors Analysis
Multivariate analysis of 1,521 U.S. adults identifying socioeconomic and healthcare predictors of Medication Therapy Management usage. Recognized with the Graduate School Citation for Academic Excellence and IDC Research Recognition.
Python · SPSS
Office Project
🏥
Epic WorkQueue Automation
Engineered automation workflows resolving 20K+ demographic overlays in Epic EHR, accelerating data reconciliation and reducing manual review time by 35% across Corewell Health networks.
Epic · Python
Graduate Research
🤖
NLP & Economic Disparity Research
Applied Natural Language Processing and machine learning to study economic disparities and educational biases, producing institutional policy insights during graduate research at GVSU.
Python · NLP
Internship Project
📈
Revenue Cycle Tableau Dashboards
Developed Tableau dashboards for financial KPIs and billing performance metrics, boosting reporting accuracy by 25% and automating auditing for 5,000+ transactions.
SQL · Tableau
View all projects on GitHub ↗

05 — Certifications

Credentials & badges

Payer Platform Core (Epic)
Apr 2025
Tapestry Essentials (Epic)
Mar 2025
SQL Advanced — HackerRank
Oct 2024
Azure AI Fundamentals (AI-900)
Sept 2024
Tableau Desktop Specialist
Sept 2024
Data Analytics Badge — Graduate
Aug 2024
PCED — Entry Level Data Analyst (Python)
Jul 2024
PCEP — Entry Level Python Programmer
Apr 2024
SAS 9.4 Programming Fundamentals
Mar 2024

06 — Writing

Words & thoughts

I write, occasionally.

From data musings to personal reflections, my blog is where the analytical mind takes a rest and something more human takes over. Also a published poet — because why not both.

Personal Blog ↗ Read on Medium ↗

07 — Contact

Let's connect

Open to conversations about data science, analytics, healthcare tech, or anything interesting. Feel free to reach out.

Based in Grand Rapids, MI

Currently working full-time at Corewell Health. Available for collaborations, research, and side conversations.