Open To Work
Justice L. Miller
Dallas,TX
Summary
Strategic Enterprise Data Governance leader with 10 years of experience in designing and implementing frameworks that enhance data quality and protection in global organizations. Managed enterprise data governance and AI enablement, leading teams to establish accountable data stewardship. Developed governance policies, automated data quality controls, and collaborated with business and technology leaders to ensure trusted, business-ready data assets.
Overview
9
9
years of professional experience
5
5
Certifications
Work History
Manager, Data Governance & AI Systems
Celanese
Irving, Texas
03.2025 - Current
- Manager role leading enterprise data governance and AI data enablement across 20+ global product lines (Americas, Europe, Asia), governing 56 datasets at enterprise scale.
- Founded Celanese’s first Data Governance Council and defined the enterprise data domain taxonomy (15+ domains), operationalized across Informatica, Power BI, and Chemille to support analytics and AI readiness.
- Designed and implemented a scalable data governance operating model, achieving up to 100% elimination of manual data maintenance through automation, standardized business rules, and clear data ownership.
- Implemented enterprise-wide data quality automation using Power Automate, Informatica, SQL, and Python, materially improving data accuracy, completeness, and refresh reliability.
- Built and led a global team of 3 full-time data stewards/analysts (Mexico, Shanghai), replacing contractors; hired, onboarded, defined roles, and established performance management and delivery roadmaps.
- Migrated 15+ business-owned datasets from spreadsheets to Microsoft Lists, enabling governed access, validation, auditability, and downstream automation via Power Automate and Power BI.
- Served as program manager for the migration of material technical data from an archaic system to a modern platform, owning requirements, data modeling, and cutover for ~9,000 materials and ~400,000 property records.
Advanced Engineer, Data Governance Leader
Celanese
Irving, TX
08.2022 - 03.2025
- Led data governance and data management for Chemille, an AI‑driven, public grade selection tool, establishing high‑quality, governed datasets critical to machine‑learning accuracy, customer trust, and marketing effectiveness across ~20 global product lines
- Built the Chemille data foundation from the ground up, defining ownership, stewardship, business rules, and master data structures; scaled the platform from tens of users to thousands of registered customers, reducing poor recommendations and enabling reliable, data‑driven grade selection
- Directed and mentored two data specialists, setting priorities, roadmaps, and quality standards while collaborating closely with Product Management, Marketing, Legal/Governance Counsel, IT, and Product Specialists to operationalize governance without slowing innovation
- Delivered governed BI dashboards and automated data solutions, and led a proof‑of‑concept implementation of Informatica Data Catalog for Chemille, centralizing metadata, improving data transparency, and laying the groundwork for enterprise‑scale governance tooling
Manufacturing/Data Engineer II
Abbott Labs
Dallas, TX
08.2021 - 08.2022
- Designed and deployed a Smart Factory App/Hub using Power Apps and Power Automate, establishing governed intake, approval workflows, ownership, and standards for BI dashboard requests; scaled adoption across all manufacturing departments with sponsorship from the Data Governance leader, improving collaboration and analyst productivity
- Implemented factory‑wide BI monitoring dashboards and digital signage using Power BI and CAMSTAR MES data, providing near‑real‑time (5‑minute refresh) visibility into line status, downtime, WIP, throughput, and quality readiness (Clear‑to‑Build and NCMR reporting) across all manufacturing lines and test bays
- Enabled faster operational decision‑making at all levels by delivering shared visual feedback for operators, supervisors, and plant leadership, improving responsiveness to downtime, bottlenecks, and flow constraints across the facility
Manufacturing/Data Engineer
Abbott Labs
Dallas, TX
01.2019 - 08.2021
- Designed and deployed a QR‑code‑driven operator support response system using Power Automate, Microsoft Forms, and Power BI, replacing ad‑hoc email workflows and reducing mean support response time by 83%, minimizing line downtime and delivering $201K in recurring annual savings
- Created real‑time operational visibility across assembly, test, and warehouse operations by capturing and analyzing service request frequency, cycle time, and bottlenecks, enabling data‑driven staffing, prioritization, and continuous improvement
- Led multiple Lean Six Sigma Green Belt projects, applying DMAIC and root‑cause analysis to test operations, reducing cycle time by 45% across all production lines and generating $188K in annual savings
- Owned manufacturing change management for major FDA‑regulated blood analyzer design upgrades, serving as the liaison between Product Design/R&D, Quality, and Supply Chain; conducted impact assessments, coordinated ECOs, updated SOPs, trained operators, and executed quarterly cutovers for customer‑facing electrical and mechanical changes
Advanced Manufacturing Engineer
Peterbilt Motors Company
Denton, TX
05.2018 - 01.2019
- Developed and deployed Power Apps automation tool to dynamically pull BOM data for custom semi-truck air tank configurations on assembly line, reducing cycle time and configuration errors by 33%
- Engineered and released production-ready fixtures and material-handling carts, progressing designs from CATIA modeling through prototyping, machining, fabrication, and assembly-line deployment in collaboration with manufacturing engineers and assemblers
Product and BI Developer
Al Boenker Insurance Agency
Lake Worth, Texas
05.2017 - 05.2018
- Introduced and piloted Power BI as company’s first enterprise BI platform, delivering executive‑level dashboards on market share, pricing, loss ratio, and premium growth; presented insights to CEO, COO, and VP of Product, facilitating data-driven decision-making.
- Conducted advanced competitive and strategic analysis, de‑encrypting competitor pricing data and researching impact of autonomous vehicles (SAE Levels 1–5), influencing launch of new autonomy‑based insurance product.
Education
Bachelor of Science - Mechanical Engineering, Mathematics
Texas Tech University
Lubbock, Texas12-2018
Associate of Science - Engineering
Tarrant County College
Fort Worth, TX05-2016
Skills
Core Competencies:
- Data governance
- Master data management (MDM) practices
- Data dictionaries & data catalogs
- Data modeling techniques
- Reporting & analytics
- ETL processes
- Project management
- Change & performance management
- Employee development
- Recruitment
- Strong communication, leadership, organization, & management
Tools & Technologies:
- Data & BI: Power BI, Tableau, Excel (Advanced), SQL
- Data Governance & MDM: Informatica, Atlan, Collibra
- ERP/Business Systems: SAP, Oracle
- Programming: Python, VBA, M-Code, MATLAB, DAX
- Cloud & AI: Azure, Copilot, Snowflake
- Databases & Querying: Oracle, SQL Server
- Microsoft Office Stack: Excel, PowerPoint, Word, Forms, Lists
- Microsoft Power Platform: Power Apps, Power Automate, Power BI
- Data Engineering & Analytics: Microsoft Fabric, Snowflake
- Computer Aided Design (CAD) & Modeling: SolidWorks, Blender, Autodesk Fusion & Inventor, AutoCAD, CATIA
Certification
Division-Certified Lean Six Sigma Green Belt
Affiliations
Safety Committee Data Engineering Representative
Accomplishments
University Magna Cum Laude
Work Preference
Job Search Status
Open to workWork Type
Full TimeLocation Preference
RemoteOn-SiteHybridSalary Range
$45000/yr - $200000/yrTimeline
Manager, Data Governance & AI Systems
Celanese
03.2025 - Current
Advanced Engineer, Data Governance Leader
Celanese
08.2022 - 03.2025
Manufacturing/Data Engineer II
Abbott Labs
08.2021 - 08.2022
Manufacturing/Data Engineer
Abbott Labs
01.2019 - 08.2021
Advanced Manufacturing Engineer
Peterbilt Motors Company
05.2018 - 01.2019
Product and BI Developer
Al Boenker Insurance Agency
05.2017 - 05.2018
Bachelor of Science - Mechanical Engineering, Mathematics
Texas Tech University
Associate of Science - Engineering
Tarrant County College