Robert Doherty is an engineering manager specializing in MLOps with 11 years of experience building production ML products and scalable data pipelines across fraud detection, personalization, forecasting, and A/B testing. He has led cross-functional teams at Flatiron Health, Corvus Insurance, and Grubhub to productionize models, implement CI/CD for ML, and operationalize online and offline prediction workflows. Equally comfortable in data modeling, warehousing, and software engineering best practices, he focuses on robust monitoring and maintainability of ML systems in agile environments. Known for hands-on technical mentorship and onboarding, he also leverages open-source tools to solve complex production problems. Based in New York, he brings a practical blend of mechanical-engineering rigor and broad applied ML experience that consistently turns research and prototypes into reliable, auditable systems.
11 years of coding experience
16 years of employment as a software developer
Bachelor’s Degree Mechanical Engineering, Bachelor’s Degree Mechanical Engineering at Boston University
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Robert Doherty - Engineering Manager, MLOps at Flatiron Health