Principal Data Scientist
CurrentBuilding the data science and machine learning applications on telemetry, events, and logs big data from ground-up
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@viewglass.com
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Keivan Ebrahimi is listed as Principal Data Scientist @ Tarana Wireless, Inc. at Tarana Wireless, Inc., based in San Francisco Bay Area, United States, United States. AeroLeads shows a work email signal at viewglass.com and a matched LinkedIn profile for Keivan Ebrahimi.
Keivan Ebrahimi previously worked as Principal Data Scientist at Tarana Wireless, Inc. and Senior Data Scientist and Software Lead at View, Inc. Keivan Ebrahimi holds Doctor Of Philosophy (Phd), Electrical And Computer Engineering from Iowa State University.
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Find my resume and more info about me here:KeivanEbrahimi.comAs a Senior Data Scientist at View Inc., I am leading the Computer Vision part of the Advanced Occupncy Detection, COVID-SENSE product, Thermal Wellness effort, and Data Quality module to bring AI into the "Smart Dynamic Glass" and "Wellness Sensors" that the company is known for.I am working on Computer Vision and Artificial Intelligence based solutions on privacy-preserving edge devices such as Google Coral and NVIDIA Jetson Nano connected to thermal and visual cameras to fight COVID-19 and upcoming pandemics in office buildings.The applications are Face Mask Detection, Sneeze & Cough Detection based on audio sensors, Sanitization Reminders based on Human Activity Detection, and Social Distancing Monitoring based on Human Detection and Pose Estimation.My main field of interest in research is brewing Machine Learning & Computer Vision with Control Theory to make them robust against uncertainties ubiquitous in real-world environments.My background is in Optimization Theory, Electrical Engineering and Control & Systems Theory with an extensive Math and Statistics knowledge.While publishing research papers on Robust Deep Learning and Adversarial Distributed Machine Learning, I have worked on multiple industrial projects to bridge the gap between academic research and real-world applications.
Listed skills include Machine Learning, Data Science, Computer Vision, Matlab, and 53 others.
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Milpitas, California, US
Building the data science and machine learning applications on telemetry, events, and logs big data from ground-up
San Jose, California, US
May 2020: I was selected for the Rock Star Spot Award for stellar contribution and performance in View Inc. COVID-SENSE AI-VISION product to fight the Corona-virusCOVID-SENSE:Developing AI-based solutions for re-entry to the workplace after COVID pandemic including Face Mask Detection, Sneeze & Cough Detection based on audio sensors, Sanitization Reminders.
Ames, Iowa, US
Research: Distributed Adversarially Robust Machine Learning via Saddle DynamicsWe propose a novel discrete-time dynamical system-based framework for achieving adversarial robustness in machine learning models. Our algorithm is originated from robust optimization, which aims to find the saddle point of a min-max optimization problem in the presence of.
San Jose, CA, US
Software Development: Setting up a pipeline for data collection, data extraction, noise reduction, feature extraction, and faulty wafer detection by tree-based and support vector machines classification methodsEfficiency Achievement: Boosted the run-time speed of data analysis software for silicon wafers classification (3x improvement from 6.5 to 2.
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Keivan Ebrahimi works for Tarana Wireless, Inc..
Keivan Ebrahimi is listed as Principal Data Scientist @ Tarana Wireless, Inc. at Tarana Wireless, Inc..
AeroLeads has found 1 work email signal at @viewglass.com for Keivan Ebrahimi at Tarana Wireless, Inc..
Keivan Ebrahimi is based in San Francisco Bay Area, United States, United States while working with Tarana Wireless, Inc..
Keivan Ebrahimi has worked for Tarana Wireless, Inc., View, Inc, Iowa State University, and Western Digital.
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Keivan Ebrahimi holds Doctor Of Philosophy (Phd), Electrical And Computer Engineering from Iowa State University.
Keivan Ebrahimi is listed with skills including Machine Learning, Data Science, Computer Vision, Matlab, English, Project Management, Research, and Simulations.
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