ML & AI Engineering Leadership

Mumin
Ransom

Director of Applied AI — Open to opportunities

Building the platforms and teams that turn machine learning research into production reality — at enterprise scale, with lasting impact.

Mumin Ransom
Featured speaker
O’Reilly Strata Data Conference, New York
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Engineering leader.
Platform builder.
Community founder.

I build the infrastructure that makes machine learning work at scale — from feature engineering and model training through deployment and lifecycle management. My career at Comcast spans ML platforms, real-time telemetry, GenAI production deployments, and data engineering.

I founded BENgineers, a professional community for Black engineers at Comcast that grew to over 1,000 members. I hold two issued patents and have spoken at O’Reilly Strata, one of the premier data engineering conferences in the industry.

Machine Learning Platforms & MLOps
GenAI Production Deployments
Real-Time Telemetry & Data Infrastructure
Engineering Team Leadership
Cross-Functional Strategy & Stakeholder Management
Community Building & DEI
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Experience

Recent
Comcast
ML Platform Team Lead
Led ML platform strategy and engineering for one of America’s largest media and technology organizations. Drove the infrastructure, tooling, and standards powering ML workloads at enterprise scale — from feature engineering through deployment, monitoring, and lifecycle management.
Multi-year tenure
Comcast
Senior Engineering Leader
Drove technical strategy across data platforms, video technology, and network engineering. Contributed to two issued patents. Founded BENgineers, which grew into one of Comcast’s most active internal professional communities.
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Issued Patents

Patent · Issued
Content Display System
Intelligent content presentation and display optimization — foundational to large-scale media delivery at Comcast.
Media & Display
Patent · Issued
Network Entitlement Authorization
Novel approaches to network-level entitlement verification and authorization flows for subscriber access systems.
Network Security
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Speaking & Press

O’Reilly Strata Data Conference 2019 · New York
Automating ML Model Training & Deployments via Metadata-Driven Pipelines
Data management and privacy challenges around automating ML model deployments and stream-based inferencing at scale.
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BENgineers

I founded BENgineers — a professional community for Black engineers at Comcast — from the ground up. Starting with zero members, the community grew to over 1,000 engineers and became one of Comcast’s most impactful internal networks.

BENgineers hosted its first national conference, ran mentorship programs, partnered with local schools on coding initiatives, and received a Commerce Impact Award for entrepreneurship and strategy. It became a model for inclusive community building at enterprise scale.

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Get in touch

I’m targeting Director and Executive ML & AI Engineering leadership roles. If that sounds like a fit, I’d love to connect.