Sep 23–26, 2019

Mumin Ransom
Machine Learning and Software Development Lead, Comcast

Mumin Ransom joined Comcast in 2005. Since then he has worked across worked across the HSD, Voice and Video Production lines. Mumin currently leads a machine learning platform development team . His system handles billions of events daily. The system is designed to improve customer experience by predicting service issues and meeting customers digitally with simple resolutions. This results in less down time for customers making them happier and save millions in operations cost.

Mumin also is co-founder of BENgineers a black technology professionals organization at Comcast. Their goal is to enhance the tech pipeline and create advocacy and representation for black tech professionals at Comcast. The BENgineers participated in coding events with local children, hosted discussions about blacks in technology, participated in Comcast Lab weeks and have received a Commerce Impact Award for entrepreneurship and strategy for the creation of the organization.

Sessions

2:05pm–2:45pm Thursday, September 26, 2019

Location: 1A 12/14

Automating ML model training and deployments via metadata-driven data, infrastructure, feature engineering, and model management

Automation in data science and data, Data Science, Machine Learning, & AI

Secondary topics: Data quality, data governance and data lineage, Media and Advertising, Model Development, Governance, Operations

Mumin Ransom (Comcast), Nick Pinckernell (Comcast)

Mumin Ransom gives an overview of the data management and privacy challenges around automating ML model (re)deployments and stream-based inferencing at scale. Read more.