Jay Roberts work email
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Jay Roberts personal email
I have a passion for exploring the intersection of AI and mathematics. I am always looking for opportunities to apply both of these to challenging problems.
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Member Of EngineeringPoolsideSeattle, Wa, Us
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Senior Applied ScientistAmazon Sep 2024 - PresentSeattle, Wa, Us -
Applied ScientistAmazon Feb 2024 - Oct 2024Seattle, Wa, Us
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Research Scientist IiAmazon May 2022 - Mar 2024Seattle, Wa, Us- Key contributor in crafting organization's GenAI investment and technical strategy- Developed GenAI help bots for internal use cases- Coordinated first organization wide initiatives to collect labeled data for a variety of NLP applications- Rearchitected the AWS infrastructure of internal application used by over 30,000 leaders at Amazon- Develop unsupervised methods for anomaly detection across all of Amazon
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Technical StaffMit Lincoln Laboratory Aug 2019 - May 2022Lexington, Ma, Us- Developed novel perturbation based explanations to explain errors and explore concepts learned by COVID-19 lung ultrasound and other image classification AI models, using public data and data gathered by Boston Medical Center collaborators.- Led team of researchers and software developers to design and implement data fusion capabilities on simulated data while maintaining focus on the deployment environment.- Optimized large scale distributed training of AI models across multiple GPU nodes via Pytorch-Lightning and MapReduce methods.- Adapted classifier uncertainty-aware training to synthetic weather radar generation along with metrics to quantify uncertainty alignment with model errors.Led team effort to mature explainable AI research code in order to transition our -
Doctoral ResearchUc Santa Barbara Sep 2015 - Jun 2019Santa Barbara, Ca, Us- Created novel UNet-based models to predict subsurface structures from seismogram data. Demonstrated capabilities of training on synthetic seismogram data generated by geophysics models.- Designed novel network architectures based on stochastic dynamical systems. - Developed techniques to analyze novel solutions to equations of Magnetohydrodynamics. -
Graduate Teaching AssistantUc Santa Barbara 2015 - Jun 2019Santa Barbara, Ca, UsCourses taught: Calculus for the Social Sciences, Calculus with Applications, Introduction to Linear algebra, Differnetial Equations, Vector Calculus, Introduction to Real Analysis, Introduction to Complex Analysis, Inquiry Based Vector Calculus
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Teaching AssociateUc Santa Barbara Jun 2017 - Aug 2017Santa Barbara, Ca, UsPlanned coursework for Calculus for the Social Sciences A. I held weekly classes, office hours, coordinated with TA's, and graded homeworks/exams.
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Teaching AssociateUc Santa Barbara Jun 2015 - Aug 2015Santa Barbara, Ca, UsCourse taught: Introduction to Linear Algebra
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Deep Learning And Computer Vision InternFlir Systems Jun 2018 - Jan 2019Wilsonville, Or, Us- Modified existing Tensorflow and Keras models for specialized hardware and data. - Benchmarked SSDs with custom base networks for speed and accuracy.- Researched and experimented with latest architectures and techniques to guide product development.- Integrated successful architectures and data pipelines into existing code base.
Jay Roberts Skills
Jay Roberts Education Details
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Uc Santa BarbaraMathematics -
Uc Santa BarbaraMathematics
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Uc Santa BarbaraMathematics
Frequently Asked Questions about Jay Roberts
What company does Jay Roberts work for?
Jay Roberts works for Poolside
What is Jay Roberts's role at the current company?
Jay Roberts's current role is Member of Engineering.
What is Jay Roberts's email address?
Jay Roberts's email address is ja****@****mit.edu
What schools did Jay Roberts attend?
Jay Roberts attended Uc Santa Barbara, Uc Santa Barbara, Uc Santa Barbara.
What skills is Jay Roberts known for?
Jay Roberts has skills like Deep Learning, Applied Mathematics, Research, Machine Learning, Mathematics, Python, Latex, Teaching, Mathematical Modeling, Data Analysis, Physics, Computer Vision.
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