Jacob George
Manager, Data Science and Ai @Cdai
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WORK HISTORY
Manager, Data Science and Ai @Cdai
CA
EDUCATION
University of Calgary
Master of Science (MSc.), Biomedical Engineering | Medical Imaging Specialization
University of Alberta
Bachelor of Science (BSc.), Mechanical Engineering with Honors
ABOUT JACOB GEORGE
When I started my career, I was obsessed with extracting insights from data. I wanted to use the latest in machine learning on the most complex datasets to uncover what the story beneath the data was. This drove me to build my skills in machine learning and learn all about things like model building, hyperparameter tuning, and innovative architectures- since it\'s all about performance.These days, I enjoy getting the impact out of data. I want to create stable data pipelines that can be easily scaled from 1 user to I enjoy creating maintainable and robust code that uses the latest CI/CD frameworks- because from the end user’s perspective, it just works!Moreso, rather than applying the best algorithm I want the data to answer the right questions; to make users of data products really rethink how they do things and drive change. And to make sure that change happens, I love hearing and applying more effective ways of communication- if you can tell a story to illustrate the why of change, the how will follow. That being said, if I can combine it all together- generate great data pipelines with excellent scalability and maintainability, while driving action from the end-user through meaningful communication AND using the latest and greatest algorithms? Well, that would just be perfect
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