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Trusted technology leader for companies big and small with first-hand experience…
Articles by Ed
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Such an incredible recognition! You're truly an inspiration Rossana Suarez ❤️
Such an incredible recognition! You're truly an inspiration Rossana Suarez ❤️
Liked by Ed Miller
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Just came off stage at #AWSreInvent where we announced an incredible amount of innovation for customers. From advancements in GenAI, to…
Just came off stage at #AWSreInvent where we announced an incredible amount of innovation for customers. From advancements in GenAI, to…
Liked by Ed Miller
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Day 1 at Re:Invent 2024: ✅ Obligatory photo with AWS Logo ✅ Rehearsing presentation (DEV317 on Wednesday) ✅ First session at 8:30 am ✅ Showcasing…
Day 1 at Re:Invent 2024: ✅ Obligatory photo with AWS Logo ✅ Rehearsing presentation (DEV317 on Wednesday) ✅ First session at 8:30 am ✅ Showcasing…
Liked by Ed Miller
Experience
Education
Licenses & Certifications
Volunteer Experience
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Generalist Mentor
Cleantech Open
- 2 years
Environment
Coach teams on business plan and product development in Cleantech Open Western Region accelerator program.
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Mentor/Coach
FIRST
- Present 1 year 4 months
Education
Mentor and coach for FIRST Tech Challenge (FTC) team.
Publications
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Poster Presentation for CVPR 2021, CV4Animals Workshop
CVPR 2021, CV4Animals Workshop
Presented a poster for "Automated Facial Recognition for Wildlife that Lack Unique Markings: A Deep Learning Approach for Brown Bears" at the CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling workshop in conjunction with In conjunction with Computer Vision and Pattern Recognition 2021.
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Automated facial recognition for wildlife that lack unique markings: A deep learning approach for brown bear
Ecology and Evolution
We apply deep learning approaches of facial recognition using object detection, landmark detection, a similarity comparison network, and an support vector machine‐based classifier to identify individuals in a representative species, the brown bear.
Other authorsSee publication
Patents
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Arbitrary zoom “on the-fly”
Issued US 6400852 B1
A system and method of performing “on-the-fly” zooming (i.e., while the video display is in-motion) having infinite value scaling is provided to give the user the ability to zoom-up by any amount while viewing.
Other inventorsSee patent
Projects
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Bearcam Companion
A web application for identifying the bears on the Explore.org Brooks Falls Brown Bear cams. The serverless application is build on AWS and utilizes human-in-the-loop machine learning.
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BearID
- Present
A deep learning method to identify individual brown bears in photos and videos to help researchers monitor brown bear populations. It's FaceNet for bears.
Honors & Awards
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AWS Machine Learning Hero
AWS
AWS Machine Learning Heroes are developers and academics who are proficient with deep learning frameworks and are passionate enthusiasts of emerging Amazon ML technologies. They enjoy helping developers of all machine learning proficiencies learn and apply ML, at speed and scale, through Hero blog posts, videos, and technical sessions, as well as direct engagement.
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AWS Community Builder
AWS
Accepted into the AWS Community Builders program in the Machine Learning category.
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Microsoft AI for Earth Grant
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Received credits for Microsoft Azure for continued development of the BearID Project.
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Smart Power Category Finalist
California Cleantech Open
The Cleantech Open is a not-for-profit organization that runs the world’s largest accelerator for cleantech startups. Their mission is to find, fund and foster entrepreneurs with big ideas that address today’s most urgent energy, environmental and economic challenges. The Smart Power category includes technologies that encompass the smart grid, energy control, and battery storage.
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CES Innovations Design Award
CES
CES Innovations Honoree Award in Software/Embedded Technologies for the CS7410 Music Processor.
Languages
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English
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Recommendations received
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