Payton Baughman
@paytonbaughman
I lead data and AI platforms, scaling lakehouse architectures and products for enterprise self-serve adoption.
What I'm looking for
I’m a Senior Data & AI Platform leader with 12+ years of experience evolving from frontline operations to building and scaling enterprise data and AI products. I turn complex data ecosystems into scalable, user-driven, AI-enabled platforms.
At T-Mobile, I owned enterprise data platform strategy and roadmap, defined a hub-and-spoke operating model, and introduced platform telemetry and cost transparency. I implemented standard data lifecycle and compute policies, reducing cost per platform user from $1100/mo to $400/mo, and led a metadata-driven ingest capability migration.
I established the first Lakehouse at T-Mobile, improving query performance from ~3 minutes to ~10 seconds and scaling to 17K+ datasets and 75K daily jobs. I also built platform patterns for AI/ML use cases (agentic workflows, medallion architecture) and developed governance through data contracts and SOX/PII/CPNI controls—while driving 90%+ adoption and 305 users onboarded in 6 months. Separately, I built an end-to-end Warhammer 40K RAG system with FastAPI and a custom OCR segmentation pipeline, iterating on retrieval quality using embedding and metadata-driven filtering.
Experience
Work history, roles, and key accomplishments
Senior Manager, Technical PM
T-Mobile
Jan 2025 - Jan 2026 (1 year)
Owned enterprise data platform strategy and roadmap, defining a hub-and-spoke operating model to accelerate domain execution. Introduced platform telemetry and compute cost transparency, and implemented data lifecycle/compute policies reducing cost per platform user from $1100/mo to $400/mo.
Senior Technical Product Manager
T-Mobile
Jan 2024 - Jan 2025 (1 year)
Established platform patterns for emerging AI/ML use cases, including agentic workflows and medallion architecture for unstructured data. Migrated 200+ data products to dbt, improving compute efficiency ~20%, and built cross-platform data interoperability (ADLS ↔ Snowflake) using Delta/Iceberg formats.
Technical Product Manager
T-Mobile
Jan 2021 - Jan 2024 (3 years)
Built T-Mobile’s first lakehouse and enabled scalable analytics, improving query performance from ~3 minutes to ~10 seconds while scaling to 17K+ datasets and 75K daily jobs. Defined a data contract framework standardizing 200+ data products with embedded governance and quality controls, increasing platform adoption by 90%+ and onboarding 305 users in 6 months.
Functional Analyst
T-Mobile
Jan 2019 - Jan 2021 (2 years)
Developed enterprise analytics across SAP and PeopleSoft, building OLAP models and standardized analytical frameworks to improve reporting consistency. Improved data accessibility by creating documentation and metadata to streamline self-service analytics adoption.
National Resource Planning Analyst
T-Mobile
Jan 2016 - Jan 2019 (3 years)
Delivered workforce planning analytics for staffing, call volume forecasting, and service-level performance across 40+ global call centers. Built automated SQL/Power BI/Alteryx reporting and dashboards to improve operational visibility and decision-making.
Customer Support & Workforce Management
T-Mobile
Jan 2014 - Jan 2016 (2 years)
Progressed through frontline support and escalation management roles, resolving complex customer issues and improving service outcomes. Owned workforce scheduling and service-level reporting to optimize operational performance and customer experience.
Education
Degrees, certifications, and relevant coursework
Data Science Dojo
Data Science Bootcamp, Data Science
Completed a Data Science Bootcamp program (certification) in 2021.
Ashford University
Bachelor of Operations Management and Analysis, Data Science
Completed a Bachelor’s program in Operations Management and Analysis with a focus on Data Science in 2018.
Availability
Location
Authorized to work in
Portfolio
github.com/MrP32/wh40k-ragJob categories
Skills
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