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Computer vision expert with 10+ years experience applying AI and deep learning to medical and satellite imagery. I have an extensive track record bringing cutting-edge AI technology to bear on difficult problems in the healthcare space. Working in small AI-focused startups, I've been responsible for all aspects of technical development -- from product design, to model creation (data curation, labeling, training), to cloud operations (deployment, monitoring, ensuring scalability and cost-efficiency).
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Senior Software EngineerCortechs.AiSan Diego, Ca, Us
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Vp Of SoftwareCodex Beauty Sep 2024 - Present
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Head Of Deep LearningSkintelligent Oct 2021 - Sep 2024Atlanta, Georgia, UsDevelop and validate image analysis and deep learning solutions for the analysis of skin health. I own the full machine learning stack: curating data, labeling images, developing training pipelines, evaluating model performance, and deploying models. -
Chief Technology OfficerSkintelligent Sep 2023 - Sep 2023Atlanta, Georgia, Us
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Senior Scientist, Mlops LeadCortechs.Ai Apr 2020 - Oct 2021San Diego, California, UsLed the technical development of an AI-driven brain cancer app from conception through FDA submission. Designed and developed a clean, well-documented, well-tested Python package for medical image analysis. Built scalable machine learning ops using mlflow, quiltdata, and github actions.
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Machine Learning & Ai EngineerHealthlytix (Merged With Cortechs.Ai In 2020) Mar 2018 - Apr 2020Designed and trained convolutional neural networks for segmentation of prostate MRIs. Developed application for registration and segmention of CT images of the head for use by ER radiologists.
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Computer Vision EngineerUptake Apr 2016 - Mar 2018Chicago, Illinois, UsLed a small Data Science R&D group responsible for building up Uptake's capabilities in image and video analytics. We used a combination of classical image analysis and deep learning methodologies to perform object detection and spatio-temporal analysis of satellite imagery. Our group worked with an engineering team to build a reusable and scalable image analysis pipeline. -
Image Analysis & Data Visualization ConsultantUniversity Of Chicago May 2015 - Apr 2016Chicago, Il, UsI worked with faculty and researchers to develop image processing software to further their research. I helped research teams leverage the resources of the Research Computing Center (especially the UChicago supercomputer, Midway) in order to analyze and present data in compelling, visually appealing ways. Clients spanned a range of disciplines, including microscopy, computational chemistry, materials research, and medical imaging. -
Assistant Researcher (Mr Physics)University Of Hawaii At Manoa Jun 2008 - Jun 2014Honolulu, Hi, UsOur group worked to correct for the effects of patient motion during MRI scans. I initially investigated the use of MR-based methods for motion tracking ("navigators") and dynamic shimming to maintain field homogeneity during motion correction. I later turned my focus to using an optical tracking system. I implemented predictive filtering and simple biomechanical modelling of head motion to improve the robustness of our system. -
Research Assistant / Ph.D. CandidateCollege Of William And Mary Sep 2004 - Oct 2007Williamsburg, Va, UsMy graduate work focused on numerical stability and implementation of boundary conditions in Lattice Boltzmann simulations of turbulent flow. I programmed fluid and plasma simulations for massively parallel computers from scratch in MPI-Fortran.
Brian Keating Skills
Brian Keating Education Details
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William & MaryPhysics -
St. Mary'S College Of MarylandPhysics
Frequently Asked Questions about Brian Keating
What company does Brian Keating work for?
Brian Keating works for Cortechs.ai
What is Brian Keating's role at the current company?
Brian Keating's current role is Senior Software Engineer.
What is Brian Keating's email address?
Brian Keating's email address is br****@****ake.com
What is Brian Keating's direct phone number?
Brian Keating's direct phone number is +130170*****
What schools did Brian Keating attend?
Brian Keating attended William & Mary, St. Mary's College Of Maryland.
What skills is Brian Keating known for?
Brian Keating has skills like Science, Physics, Statistics, Matlab, Mathematical Modeling, Research, Scientific Computing, Programming, C++, Signal Processing, Machine Learning, Deep Learning.
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