Danny Chan
Posted on September 11, 2024
Core Technologies:
- Communication application
- Patients share skin trauma picture
- Doctor Digital Human
- Storing of Doctor prescription
- Notification of follow-up diagnosis (remind patients take pictures for doctors review recovery process)
Proof of Concept Prototype Iteration 1:
System 1: AWS GenAI Infrastructure
Advantages:
Freedom of modification
- Flexible for tailor-made details
- Capable of optimization details
High controllable system
- Easy to upgrade and maintain
- Low risk management
Empowered by AWS infrastructure
- Able to handle high peak traffic
- Handle a large amount of computing requests within a short period
Problems:
Too many technologies
- Long development time
- Long research and learning curve
- Need a full development team
- High upfront investment
- Not suitable for a startup project
Build without confidence
- Without a real-time feedback loop from the user
- Solve the right problem with the right tool?
- Does the solution fulfill the user's needs?
Cannot quickly iterate
- Build every piece of service to make the solution work
- Difficult to upgrade due to service dependency
Proof of Concept Prototype Iteration 2:
System 1: AWS GenAI Infrastructure
System 2: WhatsApp marketing promotion third-party solution
Feature:
Direct sell messages
- Patients and doctors communicate with each other
Regular promotion messages
- Send notification messages after a few days to the patient for follow-up treatment
Problem:
Too many technologies
- Long development time
- Long research and learning curve
Proof of Concept Prototype Iteration 3:
System 1: AWS GenAI Infrastructure
System 2: WhatsApp marketing promotion third-party solution
System 3: E-commerce digital human third-party solution
Feature:
Digital human creates a video with personalized, compassionate care
- Doctors can fully focus on diagnostics
Iteration practices:
- Search for existing partner solutions on the marketplace
- Don't need to build anything from scratch
- AWS helps the developer focus on the main business features
- For creating value, experiences, and helping people
Final Architecture Design:
(1) Bedrock Agent:
Create speech for the video of digital human
(2) Lambda:
Integrate with WhatsApp marketing and digital human solution
Society Impact:
Use Generative AI to provide:
- Better mental care
- Digitized diagnosis details
- Digitized treatment records
- Transparent costs
- Seamless aftercare to ensure recovery and reduce side effects
Who Can Benefit from GenAI:
- Citizens living in remote communities
- Elderly people unable to move freely
- People with disabilities unable to move freely
- Parents with newborn babies who cannot go out
- People with long working hours
- Citizens living in regions without clinics or hospitals
Posted on September 11, 2024
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