TREVER
ALEXANDER

Data Engineering Manager

By day I architect the data pipelines that enterprises run on — turning terabytes of legacy chaos into clean, cloud-native infrastructure across Healthcare, TMT, Manufacturing, Government & Retail. Off the clock, I'm running roads across 29 states, collecting passport stamps across 5 continents, and finding stories worth capturing through a lens.

Data engineer. Consultant. Runner. Traveler. Storyteller.
Explore the site — the resume is just one chapter.

Trever's Professional Experience — click to explore
Skills
Tech stack
& tools
Experience
Career
timeline
Certifications
Credentials
& learning
Projects
Things
I've built
Contact
Let's
connect
Trever Beyond the Data — life outside the terminal
Running
Progress,
goals & PRs
Travel
Interactive
world map
Photography
Moments
I've captured
Reading List
Books &
what I'm reading
Dallas-Fort Worth Metroplex, TX · Data Engineering Manager ·
SKILLS & TECHNOLOGIES
The tools I work with every day
Data Engineering
Platforms & CRM
Business Intelligence
DevOps & Project Management
Cloud & Infrastructure
Web Development
WORK EXPERIENCE & EDUCATION
Career timeline
Global Technology Consultant Manager
EY — Ernst & Young
Architected and delivered cloud-native data platforms for Fortune 500 clients across Healthcare, TMT, Manufacturing, Government, and Retail verticals. Designed Bronze → Silver → Gold medallion pipelines in Databricks processing terabytes of production data, while leading 3–5 engineer squads through full-lifecycle migrations from architecture design to production deployment. Partnered directly with C-suite stakeholders and client SMEs to drive platform adoption, enforce data governance standards, and deliver measurable pipeline performance improvements at enterprise scale.
DatabricksAzure Data FactoryDynamics 365SnapLogicGainsight NXTTableau
Nov 2019
— Present
Nov 2018
— Oct 2019
BI Developer & Data Engineer
Aptitive
Led BI modernization for a major Manufacturing client, replacing legacy SSRS infrastructure with interactive Power BI dashboards that cut report delivery cycles and enabled self-serve analytics across business units. Engineered real-time Looker dashboards on Snowflake, bringing live operational data to decision-makers for the first time. Presented platform architecture and data insights to 500+ attendees at the company's internal Data Science Fair.
Power BILookerSnowflakeSSRS
Business Intelligence Developer
Press Ganey
Engineered and automated ETL pipelines that replaced manual governance reporting for IT Operations, eliminating data errors and dramatically reducing report cycle time. Built executive-facing BI dashboards surfacing key operational KPIs directly to C-suite and business managers, enabling data-driven resource allocation and strategic planning across the organization.
ETLSQLSSISSSRS
Apr 2017
— Nov 2018
IT Engineer Intern
Christian Louboutin
Embedded within the global IT team at an iconic luxury fashion house, contributing to infrastructure reliability and internal systems operations across a globally distributed organization. Gained hands-on experience with enterprise IT tooling, cross-site systems coordination, and technology initiatives supporting international offices.
IT OperationsInfrastructureInternship
Jun 2016
— Aug 2016
Aug 2012
— Dec 2016
BBA — Marketing & Business Analytics
The University of Iowa
Bachelor of Business Administration with dual concentrations in Marketing and Business Analytics & Information Systems — building the analytical foundation and strategic business acumen that underpins every data engineering and consulting engagement since.
EducationAnalyticsMarketing
CERTIFICATIONS
Credentials & continuous learning
Academy Accreditation — Databricks Lakehouse Fundamentals
Databricks
Core concepts of the Databricks Lakehouse Platform — unified analytics, Delta Lake, and data engineering fundamentals.
Issued Nov 2022 · ID 61333317
Show credential ↗
Academy Accreditation — Databricks Fundamentals
Databricks
Foundational knowledge of the Databricks platform, Apache Spark, and the Lakehouse architecture.
Issued Mar 2026 · ID 177337928
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Python A-Z™ — Python For Data Science With Real Exercises
Udemy
Practical Python programming for data science — NumPy, statistical analysis, and hands-on real-world exercises.
Issued Jan 2022 · ID UC-d1baafff-cc50-4983-a05b-ca2251a27aff
Show credential ↗
Microsoft Certified: Azure Data Engineer Associate
Microsoft
Designing and implementing data solutions using Azure data services — Data Factory, Databricks, Synapse.
In Progress
Databricks Certified Data Engineer Associate
Databricks
ETL pipelines, Spark fundamentals, Delta Lake, and Databricks Lakehouse Platform.
In Progress
AWS Certified Data Engineer – Associate
Amazon Web Services
Ingesting, transforming, and orchestrating data pipelines on AWS — Glue, Redshift, S3, Kinesis, and Lake Formation.
Up Next
PROJECTS
Things I've built & explored
Completed
Insurance Licensing Migration Pipeline
Full medallion architecture migration of ALIS, COREN & Siebel licensing data into Microsoft Dynamics 365. Bronze → Silver → Gold transformation layers with automated validation gates across terabytes of data.
FeaturedDatabricksDelta LakeDynamics 365ADF
Reusable MERGE Framework
Standardized MERGE statement framework for idempotent upsert operations across Silver and Gold schemas in Databricks — reducing errors and improving consistency across 20+ transformation notebooks.
Spark SQLDelta LakePySpark
BPF Instance Manager
Custom tooling to manage Business Process Flow instances at scale in Dynamics 365 — enabling bulk operations, deletion scripts, and state transitions across thousands of CRM records.
Dynamics 365FetchXMLXRM Toolbox
AA AAdvantage Loyalty Optimizer
Personal analytics project mapping credit card spend to American Airlines AAdvantage thresholds — modeling the fastest path to Gold status through LP accumulation strategy and card optimization.
PythonData AnalysisPersonal
Personal Portfolio Website
Fully responsive SPA built from scratch with vanilla HTML, CSS, and JavaScript. Features an animated hero, interactive Leaflet.js travel map, Strava-powered fitness dashboard, photo gallery, and AWS S3 + CloudFront deployment via GitHub Actions.
FeaturedHTML5CSS3JavaScriptAWSLeaflet.jsChart.js
Titanic Survival Prediction
Machine learning model predicting passenger survival on the Titanic using the classic Kaggle dataset. Built feature engineering and classification pipeline in R, following a structured data science methodology.
RMachine LearningData ScienceClassification
Chicago Crime & Police Proximity Analysis
Statistical study analyzing how proximity to police stations correlates with crime rates across Chicago neighborhoods. Examined spatial relationships and crime density patterns using R with full presentation deliverables.
RStatistical AnalysisGeospatialData Visualization
In Progress
Fantasy Football Stats Engine
Data pipeline and analytics engine for fantasy football — ingesting NFL statistics, building an entity-relationship model, and surfacing insights through Python notebooks. Designed to inform draft strategy and weekly lineup decisions.
In ProgressPythonJupyterData ModelingNFL
CONTACT ME
Open to new opportunities, projects & conversations
FITNESS & HEALTH
Connecting to Strava...
Period
Type
Activities
Miles
Hours Active
This Week
Run Streak (wks)
Avg mi / Week
Weekly Activity — last 8 weeks (miles)
Activity Breakdown
Race PRs
5K PR
10K PR
Half Marathon PR
Marathon PR
Goals & Progress
5K — Sub-20:00
From 32:00 starting point to sub-20:00 target.
10K — Sub-45:00
Goal: finish a 10K under 45 minutes.
Half Marathon — Sub-2:00:00
Goal: complete a half marathon under 2 hours.
Marathon — Sub-4:30:00
Goal: complete a full marathon under 4:30.
Weekly Mileage — 15 mi
Loading...
Recent Activity — all types · live from Strava
Running Log — pace & split detail
TRAVEL
10 countries · 29 US states · 5 continents · always planning the next one

An interactive map of everywhere I've traveled — 21 international cities across 10 countries, 29 US states, 5 continents, and counting. Click any pin for details.

Places I've Visited — 29 US states · 21 international cities · 10 countries · 5 continents
MOMENTS CAPTURED
Travel, street, and life — shot on Leica & Fujifilm
READING LIST
Books & what I'm reading

A collection of books I've read, am reading, or have on my list — spanning data, leadership, and beyond.