Slide 1

Slide 1 text

No content

Slide 2

Slide 2 text

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

Slide 3

Slide 3 text

Dec, 2011 My daughter started the AWS console when she was 0 yrs old. That was legacy UI with only 15 services.

Slide 4

Slide 4 text

May, 2012 She debuted at JAWS-UG when she was 1 yrs old. Perhaps the youngest AWS speaker ever.

Slide 5

Slide 5 text

Nov, 2021 How time flies! t1.large(she), t2.medium, t3.micro and t4g.nano

Slide 6

Slide 6 text

Building a smart store using sensors, devices and virtual space.

Slide 7

Slide 7 text

Today, I would like to share with you my story of Amazon’s culture in action.

Slide 8

Slide 8 text

July, 2018 User experience design and repeated prototyping

Slide 9

Slide 9 text

Jan, 2019 Opened small store with Amazon Go-like experiences for getting customer feedbacks.

Slide 10

Slide 10 text

Mar, 2019 Mobile app. Circuit board design. Store equipment.

Slide 11

Slide 11 text

Nov, 2019 Original hardware design with Shenzhen Manufacturer.

Slide 12

Slide 12 text

Apr, 2020 Advanced circuit board design

Slide 13

Slide 13 text

Jul, 2020 Sensor fusion Weight sensor. Depth sensor. ToF(3d point cloud) sensor. Computer vision camera.

Slide 14

Slide 14 text

Remote control of edge devices Firmware, power supply, network, logging, anomaly detection, alert, reboot, restart

Slide 15

Slide 15 text

Sep, 2020 Item, shelf layout, auth, order, payment, customer.

Slide 16

Slide 16 text

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

Slide 17

Slide 17 text

Platform Managed services Serverless Multi tenant Lower cost

Slide 18

Slide 18 text

Aug, 2021 Online service for trial manufacture of fabricated sheet metal products from 3D CAD data.

Slide 19

Slide 19 text

Computer Vision learning process

Slide 20

Slide 20 text

Prediction integrated customer behaviors. RAW data > Cleaning > Inference > Aggregate > Decision

Slide 21

Slide 21 text

Auto generate synthetic, annotated & photo-realistic multi angle datasets Nov, 2021

Slide 22

Slide 22 text

2022 Shop in virtual space using crypto assets? Online behavior affects offline? Offline behavior affects online? Just do it JAWS guys.

Slide 23

Slide 23 text

Improvements and challenges are still ongoing.