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Payton Baughman

@paytonbaughman

I lead data and AI platforms, scaling lakehouse architectures and products for enterprise self-serve adoption.

United States
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What I'm looking for

I’m looking to own enterprise data/AI platform strategy—scaling lakehouse + governance, enabling self-serve data product development, and shipping applied AI (LLMs/RAG) with measurable adoption, reliability, and cost efficiency.

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

TM

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.

TM

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.

Education

Degrees, certifications, and relevant coursework

Data Science Dojo logoDD

Data Science Dojo

Data Science Bootcamp, Data Science

Completed a Data Science Bootcamp program (certification) in 2021.

Ashford University logoAU

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.

Tech stack

Software and tools used professionally

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