Robert Reilly
Director Of Engineering at SoFi
Dallas, Texas, United States
Summary
👤
Senior🎓
Top SchoolRobert Reilly is a Director of Engineering based in Dallas with 11 years of experience leading machine learning and software teams to deliver high-impact, production ML systems. He has a track record at Capital One and SoFi building real-time fraud detection, feature pipelines, and ML platforms that prevented tens of millions in losses and reduced code redundancy across dozens of repositories. Skilled at bridging research and production, he helped formalize the Machine Learning Engineer role and established model promotion, deployment, and monitoring standards. Comfortable with distributed, cloud-native architectures and Kubernetes-based services, he also brings hands-on experience from AT&T in orchestration and large-scale data collection. Collected training in both computer science and political science, he combines technical depth with a pragmatic sense for product and business risk.
11 years of coding experience
11 years of employment as a software developer
BA Computer Science and Political Science, BA Computer Science and Political Science at Austin College
Github Skills (7)
gam9
nonlinear9
landscape8
datasets7
deep-learning6
neural-network5
pytorch5
Programming languages (1)
Github contributions (5)
rreilly10/nlp_playground
Dec 2018 - Jun 2021
Contributions:3 pushes, 1 branch in 2 years 7 months
rreilly10/digital_art
Jan 2022 - Feb 2023
Contributions:20 pushes, 1 branch in 1 year 1 month
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