Data Engineering & Analytics · Provo, Utah

Logan Spencer

I'm a Data Engineer

I build the models behind the reporting, then validate them until the numbers hold up under pressure.

I'm also pursuing healthcare strategy and consulting. That's the domain this work lives in, not a reason I'd turn down engineering roles.

Scroll
The numbers

What the work added up to

11M+
support events modeled into reporting tables
1.19M
tickets covered across 93 teams
76K to 518K
ticket volume corrected by rebuilt attribution logic
99%
uptime maintained on BYU housing systems
What I'm looking for

Two tracks, one skill set

Healthcare strategy and consulting, roles where the analysis and the recommendation belong to the same person. I'm not stepping away from data engineering. It's the part that makes a recommendation hold up when someone pushes back on it. Short term, I'm looking for healthcare-side internships and analyst roles, and I'm equally glad to do another data engineering summer at a healthcare organization.

Healthcare leadership & consulting
Operations analysis, metric definition, and the stakeholder work that makes either one matter. Healthcare Leadership minor, ambassador for the Healthcare Leadership Club at BYU, competing in the Wasatch Healthcare Leadership Competition, and a summer inside home health, hospice, and senior living operations.
Data engineering & analytics
Production dbt models on Snowflake, Tableau reporting validated end to end, Oracle and ASP.NET backend work, Python automation. Four years of it, still shipping.

Experience

Production dbt models on Snowflake, Tableau reporting validated end to end, Oracle and ASP.NET backend work supporting 10,000+ students, and Python automation of multi-million-dollar reporting.

Data Engineering & Analytics Intern

Pennant Services
Jun to Aug 2026

Built the dbt models behind Pennant's support reporting, then found and fixed the attribution bug that had been hiding 442,000 tickets.

Data Analyst (Backend Systems)

BYU Housing Department
May 2025 to May 2026

Kept enrollment data healthy for 10,000+ students at 99% uptime.

Machine Learning Researcher

BYU Marriott School of Business
Sep 2025 to Present

Research whose findings informed Utah state legislation.

Accounting Analyst

BYU Continuing Education
Oct 2024 to Aug 2025

Automated multi-million-dollar financial reporting that used to be manual.

Co-Owner

Perfection Reflection Window Washing
Apr 2024 to Apr 2025

Ran a real business end to end: acquisition, pricing, scheduling, delivery.

Want the detail on any of these? Ask my AI, it knows every bullet.

Selected work

What I built

Forecasting pipelines, ML classification, a documented algorithms portfolio, and full-stack apps deployed on AWS. Ask my AI about any of them and it will go as deep as you want.

Healthcare operations

Pennant Support Reporting

Three production dbt models on Snowflake and four Tableau dashboards covering support operations for home health, hospice, and senior living affiliates.

Pennant Services · 2026
ML engineering

Time Series Demand Forecasting

An end-to-end forecasting pipeline in R comparing Auto ARIMA, Boosted ARIMA (ARIMA plus XGBoost), and Prophet across 2.5 years of weekly shipment data.

BYU IS 555 · 2026 · View the code →
Fundamentals

DSA Portfolio

An interactive site documenting 26 Python solutions across 8 topics, at an 86.8% acceptance rate.

Personal · 2025 · View the code →
ML engineering

News Aggregator

An ML pipeline that pulls from multiple news APIs and uses Hugging Face models to classify articles by topic and sentiment.

Personal · 2025
Research to policy

Ed-Tech Privacy Research

A dataset of 2,000+ mobile app privacy policies built in Python, with regression models quantifying privacy risk across applications.

BYU Marriott School · 2025 to 2026
Product ownership

Rising Stars Admin Platform

An internal admin site for a nonprofit supporting individuals with leprosy in India, managing communication between student sponsors and the students they support.

Rising Stars Outreach Foundation · 2026
Full-stack

Turtle Shelter Dashboard

A full-stack web app for a homeless services nonprofit, with Python and Pandas analytics on product distribution.

Nonprofit client · 2025
Client work

Faculty Site for Dr. Paul Reynolds

A site presenting a professor's research and coursework in one place.

BYU · 2026
Project leadership

Movie Streaming Service

Led backend development for a team-built streaming platform on .NET and C#, deployed on Azure, with an ML recommendation engine and OAuth hardening.

BYU team project · 2025
Ask the AI

Skip the résumé. Ask directly.

Trained on my actual background, answering in my voice, and instructed never to make anything up.

Hi, I'm Logan's AI. Ask me about the work, the stack, or where I'm headed. I answer as Logan.
Contact

Let's talk.

MISM candidate at BYU Marriott with a Healthcare Leadership minor, open to healthcare strategy, consulting, and data roles. The fastest way to reach me is email. I answer within a day.

rls21@byu.edu LinkedIn GitHub Résumé

Recruiting for healthcare strategy or operations? See the healthcare version