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McAelanRemigio/README.md

McAelan Remigio

Building data systems that help organizations make better decisions at scale

Strategy & Operations · Data Analytics · Decision Systems · Leadership

Statistics — Data Science student at San Diego State University building analytical systems that turn complex information into scalable, decision-ready outcomes.

My work spans public health, scientific research, workforce strategy, and higher education, with a recurring focus on a central question:

How can better systems create better outcomes for people and organizations?


About

I am interested in the intersection of:

📊 Strategy & Operations Analytics
📈 Workforce & Program Evaluation
⚙️ Data Infrastructure & Reproducible Systems
🤖 AI-Enabled Analytics Workflows
🚀 Leadership & Organizational Growth

I enjoy designing systems that move beyond reporting and support decision-making at scale.


Selected Experience

Strategy & Operations Analytics

SDSU Career Services — Operations & Resources Associate

  • Led analytics supporting a $2M CSU initiative, informing workforce development and resource allocation strategy
  • Redesigned fragmented reporting systems by rebuilding 761K+ records across 100+ datasets into standardized decision pipelines
  • Delivered leadership-ready outputs supporting planning and operational decisions

↳ Team Repository: CSDataTeam


Scientific Data Systems

NSF–DOE Vera C. Rubin Observatory — Data Science Researcher

  • Built Python and SQL workflows processing 3.5TB of astronomical time-series data
  • Improved classification performance to 94%
  • Presented technical workflows and findings to research stakeholders

↳ Demo: Rubin Variable Star Workflow
↳ Repository: Vera Rubin Project


Public Health Analytics

CDC — ORISE Data Science Fellow

  • Built validation workflows supporting global SARS-CoV-2 surveillance reporting
  • Standardized international datasets and improved reporting consistency to approximately 99%
  • Contributed to scalable public health monitoring infrastructure

Education Analytics

SDSU Global Education Office — Strategy & Operations Analytics

  • Serve as an embedded analytics partner for SDSU International Affairs, translating student mobility, program, and operational data into decision-ready insights for leadership across the global education portfolio
  • Assess reporting systems and workflows across Terra Dotta, DataStudio, GEO, PDP, Travel Registry, Agreements, and ISSS, identifying data-governance gaps and building a foundation for scalable cross-unit analytics
  • Support development of more reliable reporting structures that improve visibility into participation, operations, and program outcomes

Leadership

Founder & President — Data Science Initiative, SDSU

Built SDSU's first campus-wide data science organization.

Impact

  • Grew community to 160+ members
  • Built partnerships with university and industry stakeholders
  • Supported 20+ students in obtaining internships and professional opportunities
  • Designed mentorship, programming, and sustainable organizational systems

Technical Toolkit

Languages

  • Python
  • R
  • SQL

Analytics

  • Regression
  • Hypothesis Testing
  • Forecasting
  • Program Evaluation
  • KPI Design

Platforms

  • Tableau
  • Power BI
  • AWS
  • Git
  • BigQuery
  • Jupyter

Current Interests

  • AI applications in operational systems
  • Workforce and education analytics
  • Product & program strategy
  • Scalable decision systems
  • Leadership development

Connect


GitHub Activity

Activity Graph

Building analytical systems that create measurable impact.

Pinned Loading

  1. CS_SO_Analytics CS_SO_Analytics Public

    This project demonstrates how job posting data can be structured, analyzed, and modeled to support workforce development decision-making for a statewide manufacturing pipeline initiative.

    Python 2

  2. Rubin_Variable_Star_Workflow Rubin_Variable_Star_Workflow Public

    Minimal, end-to-end data analysis workflow for identifying candidate variable stars. Demonstrates EDA, variability feature engineering, and ranking logic, derived from methods used in a Vera C. Rub…

    Jupyter Notebook 2

  3. McAelanRemigio.github.io McAelanRemigio.github.io Public

    I’m McAelan Remigio, an undergraduate Data Scientist and Statistics major at San Diego State University, with experience in applied analytics, research, and institutional reporting. This personal w…

    HTML 2

  4. SDSU_Undergraduate_OS SDSU_Undergraduate_OS Public

    Statistics: Data Science major at SDSU sharing applied data science projects and leadership work developed alongside my undergraduate studies.

    HTML 2