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AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlook on Emerging Technologies

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Speaker: Olivier Klein, Head of Emerging Technologies, AWS
Note: Note this is Part 1 of the deck.

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AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlook on Emerging Technologies

  1. 1. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Innovation at Hyper-scale: Outlook on Emerging Technologies Olivier Klein, Head of Emerging Technologies Asia-Pacific, AWS
  2. 2. Self-driving vehicles and autonomous drones Voice assistants, IVRs and chatbots Personalized experiences Fraud detection Robotic fulfillment or farming Computer assisted health diagnosis Intelligent manufacturing Augmented realities Biometric identities Genomics and personalized medication
  3. 3. HUMAN CENTRIC DATA, COMPUTE AND CONNECTIVITY AT HYPERSCALE ARTIFICIAL INTELLIGENCE & MACHINE LEARNING
  4. 4. Innovation is not a goal, it’s an ongoing process Lower the cost of experimentation
  5. 5. The broadest and deepest platform for today’s builders Technical & Business Support AWS Marketplace 7 SERVICES Analytics 11 SERVICES IoT 11 SERVICES Machine Learning 20 SERVICES Core Services 5 SERVICES Management Tools 8 SERVICES DevOps 11 SERVICES Blockchain 2 SERVICES Mobile Services 8 SERVICES App Services 5 SERVICES Infrastructure 7 SERVICES Enterprise Apps 9 SERVICES Migration 7 SERVICES Security & Compliance 19 SERVICES 9 SERVICES
  6. 6. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
  7. 7. HealthTech AgriTech FinTech Smart Cities
  8. 8. HealthTech
  9. 9. Healthcare today Healthcare in ten years Subjective, highly-variable clinical care Consistent, reliable, best-practices clinical care Reactive medicine: treat you after you get sick Proactive medicine: treat you before you get sick Full of manual, labor-intensive work AI/ML and data allow clinicians to move up the stack
  10. 10. AI/ML helps lowering the cost of healthcare
  11. 11. Cardiac visualization with deep learning AI assistant for cardiac MRI analysis Helps doctors to render scans in multi-dimensional models and better diagnose patients for cardiovascular diseases Rendered MRI scans in 10 minutes or less instead of the industry standard of 90 minutes
  12. 12. Butterfly Networks makes ultrasound exams accessible Handheld ultrasound system with cloud-based data analytics platform Make medical imaging universally accessible and affordable AI and deep learning allows little trained users to operate the device, interpret captured images, and make consistent measurements
  13. 13. Samaritan – Voice assistant for clinical observations Doctors often can’t type or write while assessing a patient – starting with Endoscopists Voice controlled assistant to transcribe and organize clinical observations Amazon Transcribe and Amazon Comprehend Medical to transcribe and extract knowledge
  14. 14. Manufacturing better smiles with neural networks Glidewell Laboratories uses AI to help bring down the costs of dental implants 80K+ unique parts/week at micron accuracy (1/1000 of 1mm) Uses GAN to automatically render the dental implant
  15. 15. Generative Adversarial Networks (GANs) Two neural networks pitting one against the other to create or “dream up” a new image
  16. 16. gluCOmeter – Blood sugar measurement made easy Measure exhaled carbon monoxide levels to predict glucose levels Prototyped using WEMOS microcontroller and carbon monoxide sensor, integrated with AWS IoT
  17. 17. Dal Youth Smiling releases endorphins and serotonin reducing loneliness and counteracting stress Proposed a solution to encourage and remind users to smile more Prototyped using Amazon Rekognition for facial
  18. 18. Sunday Morning – Automated X-Ray Interpretation Speedup clinical analysis and help patient understand their exams better Chest X-Ray classification models tu support radiologists using Amazon Sagemaker
  19. 19. U R G E N T Reinforcement Learning to perform neural network compression Roughly 40% smaller neural networks but less than 2% accuracy loss Pneumothorax detected
  20. 20. Halodoc – Simplify access to healthcare Tele-consultation with healthcare professionals and delivery of pharmaceuticals across 30 cities in Indonesia Purchase prescribed medication and have them delivered by Go-Jek 22,000 doctors and 1,200 pharmacies in its partner network
  21. 21. FinTech

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