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Building a smart store using sensors, devices and virtual space.
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Satoshi7
November 20, 2021
Technology
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Building a smart store using sensors, devices and virtual space.
Satoshi7
November 20, 2021
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Transcript
None
Profile YOKOTA Satoshi ALL AWS Certifications Engineers AWS Top Engineers
AWS Community Hero Classmethod founder and CEO APN Premier Consulting Partner DevelopersIO / Zenn Fb /satoshi7 Tw @sato_shi
Dec, 2011 My daughter started the AWS console when she
was 0 yrs old. That was legacy UI with only 15 services.
May, 2012 She debuted at JAWS-UG when she was 1
yrs old. Perhaps the youngest AWS speaker ever.
Nov, 2021 How time flies! t1.large(she), t2.medium, t3.micro and t4g.nano
Building a smart store using sensors, devices and virtual space.
Today, I would like to share with you my story
of Amazon’s culture in action.
July, 2018 User experience design and repeated prototyping
Jan, 2019 Opened small store with Amazon Go-like experiences for
getting customer feedbacks.
Mar, 2019 Mobile app. Circuit board design. Store equipment.
Nov, 2019 Original hardware design with Shenzhen Manufacturer.
Apr, 2020 Advanced circuit board design
Jul, 2020 Sensor fusion Weight sensor. Depth sensor. ToF(3d point
cloud) sensor. Computer vision camera.
Remote control of edge devices Firmware, power supply, network, logging,
anomaly detection, alert, reboot, restart
Sep, 2020 Item, shelf layout, auth, order, payment, customer.
Friction-less customer experience. Friction piont - Timing of payment (credit
or pre-paid). - Timing of customer registration and authentication. - Entrance gate. Check-in action. - Input credit card / mobile number / email App in-App SSO Guest check-in Payment machine after check-out
Platform Managed services Serverless Multi tenant Lower cost
Aug, 2021 Online service for trial manufacture of fabricated sheet
metal products from 3D CAD data.
Computer Vision learning process
Prediction integrated customer behaviors. RAW data > Cleaning > Inference
> Aggregate > Decision
Auto generate synthetic, annotated & photo-realistic multi angle datasets Nov,
2021
2022 Shop in virtual space using crypto assets? Online behavior
affects offline? Offline behavior affects online? Just do it JAWS guys.
Improvements and challenges are still ongoing.