Medlife journey with AWS

•

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AWS User Group Bengaluru

Medlife journey with AWS conducted at AWS Community Day, Bangalore 2019

What is Medlife?
MEDICINE DELIVERY MEDLIFE ESSENTIALSDOCTOR E-CONSULTMEDLIFE LABS
www.pinhealth.com

When did we come into
existence?
First Order
Delivered – May
2015
First Production
Deployment – May
2015

Stage 1 :
Very early
days of Medlife
Stage 2 :
Automation
Stage 3:
Migrating from
Singapore to
Mumbai
Stage 4:
Optimize & align
ourselves to the
larger goal
Stage 5:
Taking Medlife to
the next level

Stage
1

2 tier monolith architecture
Only t2.medium instances
Default AWS VPC
No application level
optimization
Single point of failure
CPU credits would get exhausted
Lot of unwanted visitors
High data transfer costs
Managing configuration was
SETUP SHORTFALLS

Stage
2

Move EC2 instances to private
subnet
Automated zero down-time
deployment during the day
Auto scaling during the spikes
Decouple the front-end & back-end,
move towards multi-tier architecture
Optimizing the application &
database
ECS for micro-services
Introduce Kafka in our architecture
ElasticSearch for search
S3 for storage

Stage
3

REFERENCE LINKS FOR PREVIOUS TALKS
https://www.slideshare.net/PraneshVittal/success-story-of-migrating-entire-
infrastructure-from-aws-singapore-to-aws-mumbai-for-medlifecom
https://www.youtube.com/watch?v=3QvTzRMIxok
https://www.youtube.com/watch?v=zCqcIr8rbyA
1.
2.
3.

Stage
4

Analytics on EMR Cluster
Introduce Apache Airflow
Redis for faster data retrieval
AWS WAF to secure our API end-
points
Multiple databases
GROWTH SCALE
Infrastructure monitoring
ELK & AWS Cloudwatch for
application
monitoring
Carve some of the monolith into
micro-services
VPC flow logs

Forecast your RIs
Keep a check on some of the new
AWS announcements
Don’t neglect any anomalies in your
invoice
VPC end point for S3 cost optimization
Detect idle instances
COST OPTIMIZATION
Build stateless applications to
leverage spot instances
Optimum values for auto-scaling
rules
Right-sizing EC2 instances
Keep exploring interesting projects
on Github

Stage
5

Data lake architecture and
POC on “AWS Lake
Formation”
AI / ML use cases and POC
on AWS SageMaker, Textract

THANK YOU
1. https://in.linkedin.com/in/praneshvittal
2. https://in.linkedin.com/in/prasanna-desai-6b785562

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The presentation explores the development and application of artificial intelligence (AI) from its inception to its current status in the modern world. The term "artificial intelligence" was first coined by John McCarthy in 1956 to describe efforts to develop computer programs capable of performing tasks that typically require human intelligence. This concept was first introduced at a conference held at Dartmouth College, where programs demonstrated capabilities such as playing chess, proving theorems, and interpreting texts. In the early stages, Alan Turing contributed to the field by defining intelligence as the ability of a being to respond to certain questions intelligently, proposing what is now known as the Turing Test to evaluate the presence of intelligent behavior in machines. As the decades progressed, AI evolved significantly. The 1980s focused on machine learning, teaching computers to learn from data, leading to the development of models that could improve their performance based on their experiences. The 1990s and 2000s saw further advances in algorithms and computational power, which allowed for more sophisticated data analysis techniques, including data mining. By the 2010s, the proliferation of big data and the refinement of deep learning techniques enabled AI to become mainstream. Notable milestones included the success of Google's AlphaGo and advancements in autonomous vehicles by companies like Tesla and Waymo. A major theme of the presentation is the application of generative AI, which has been used for tasks such as natural language text generation, translation, and question answering. Generative AI uses large datasets to train models that can then produce new, coherent pieces of text or other media. The presentation also discusses the ethical implications and the need for regulation in AI, highlighting issues such as privacy, bias, and the potential for misuse. These concerns have prompted calls for comprehensive regulations to ensure the safe and equitable use of AI technologies. Artificial intelligence has also played a significant role in healthcare, particularly highlighted during the COVID-19 pandemic, where it was used in drug discovery, vaccine development, and analyzing the spread of the virus. The capabilities of AI in healthcare are vast, ranging from medical diagnostics to personalized medicine, demonstrating the technology's potential to revolutionize fields beyond just technical or consumer applications. In conclusion, AI continues to be a rapidly evolving field with significant implications for various aspects of society. The development from theoretical concepts to real-world applications illustrates both the potential benefits and the challenges that come with integrating advanced technologies into everyday life. The ongoing discussion about AI ethics and regulation underscores the importance of managing these technologies responsibly to maximize their their benefits while minimizing potential harms.

Artificial Intelligence: Facts and Myths

Artificial Intelligence: Facts and Myths

Artificial Intelligence: Facts and Myths

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

The Digital Insurer

Scaling API-first – The story of a global engineering organization

Scaling API-first – The story of a global engineering organization

Scaling API-first – The story of a global engineering organization

[2024]Digital Global Overview Report 2024 Meltwater.pdf

[2024]Digital Global Overview Report 2024 Meltwater.pdf

[2024]Digital Global Overview Report 2024 Meltwater.pdf

A Call to Action for Generative AI in 2024

A Call to Action for Generative AI in 2024

A Call to Action for Generative AI in 2024

CNv6 Instructor Chapter 6 Quality of Service

CNv6 Instructor Chapter 6 Quality of Service

CNv6 Instructor Chapter 6 Quality of Service

With more memory available, system performance of three Dell devices increased, which can translate to a better user experience Conclusion When your system has plenty of RAM to meet your needs, you can efficiently access the applications and data you need to finish projects and to-do lists without sacrificing time and focus. Our test results show that with more memory available, three Dell PCs delivered better performance and took less time to complete the Procyon Office Productivity benchmark. These advantages translate to users being able to complete workflows more quickly and multitask more easily. Whether you need the mobility of the Latitude 5440, the creative capabilities of the Precision 3470, or the high performance of the OptiPlex Tower Plus 7010, configuring your system with more RAM can help keep processes running smoothly, enabling you to do more without compromising performance.

Boost PC performance: How more available memory can improve productivity

Boost PC performance: How more available memory can improve productivity

Boost PC performance: How more available memory can improve productivity

Principled Technologies

The 7 Things I Know About Cyber Security After 25 Years | April 2024

The 7 Things I Know About Cyber Security After 25 Years | April 2024

The 7 Things I Know About Cyber Security After 25 Years | April 2024

Advantages of Hiring UIUX Design Service Providers for Your Business

Advantages of Hiring UIUX Design Service Providers for Your Business

Advantages of Hiring UIUX Design Service Providers for Your Business

Pixlogix Infotech

What are drone anti-jamming systems? The drone anti-jamming systems and anti-spoof technology protect against interference, jamming, and spoofing of the UAVs. To protect their security, countries are beginning to research drone anti-jamming systems, also known as drone strike weapons. The anti-jam and anti-spoof technology protects against interference, jamming and spoofing. A drone strike weapon is a drone attack weapon that can attack and destroy enemy drones. So what is so unique about this amazing system?

What Are The Drone Anti-jamming Systems Technology?

What Are The Drone Anti-jamming Systems Technology?

What Are The Drone Anti-jamming Systems Technology?

Antenna Manufacturer Coco

In an era where artificial intelligence (AI) stands at the forefront of business innovation, Information Architecture (IA) is at the core of functionality. See “There’s No AI Without IA” – (from 2016 but even more relevant today) Understanding and leveraging how Information Architecture (IA) supports AI synergies between knowledge engineering and prompt engineering is critical for senior leaders looking to successfully deploy AI for internal and externally facing knowledge processes. This webinar be a high-level overview of the methodologies that can elevate AI-driven knowledge processes supporting both employees and customers. Core Insights Include: Strategic Knowledge Engineering: Delve into how structuring AI's knowledge base is required to prevent hallucinations, enable contextual retrieval of accurate information. This will include discussion of gold standard libraries of use cases support testing various LLMs and structures and configurations of knowledge base. Precision in Prompt Engineering: Learn the art of crafting prompts that direct AI to deliver targeted, relevant responses, thereby optimizing customer experiences and business outcomes. Unified Approach for Enhanced AI Performance: Explore the intersection of knowledge and prompt engineering to develop AI systems that are not only more responsive but also aligned with overarching business strategies. Guiding Principles for Implementation: Equip yourself with best practices, ethical guidelines, and strategic considerations for embedding these technologies into your business ecosystem effectively. This webinar is designed to empower business and technology leaders with the knowledge to harness the full potential of AI, ensuring their organizations not only keep pace with digital transformation but lead the charge. Join us to map a roadmap to fully leverage Information Architecture (IA) and AI chart a course towards a future where AI is a key pillar of strategic innovation and business success.

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

Earley Information Science

Presentation on how to chat with PDF using ChatGPT code interpreter

Presentation on how to chat with PDF using ChatGPT code interpreter

Presentation on how to chat with PDF using ChatGPT code interpreter

Histor y of HAM Radio presentation slide

Histor y of HAM Radio presentation slide

Histor y of HAM Radio presentation slide

Automating Google Workspace (GWS) & more with Apps Script

Automating Google Workspace (GWS) & more with Apps Script

Automating Google Workspace (GWS) & more with Apps Script

🐬 The future of MySQL is Postgres 🐘

🐬 The future of MySQL is Postgres 🐘

🐬 The future of MySQL is Postgres 🐘

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Handwritten Text Recognition for manuscripts and early printed texts

Handwritten Text Recognition for manuscripts and early printed texts

Handwritten Text Recognition for manuscripts and early printed texts

Maria Levchenko

Boost Fertility New Invention Ups Success Rates.pdf

Boost Fertility New Invention Ups Success Rates.pdf

Boost Fertility New Invention Ups Success Rates.pdf

sudhanshuwaghmare1

Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization’s performance. The power of real-time data automation through FME can turn this vision into reality. Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We’ll explore: FME’s role in real-time event processing, from data intake and analysis to transformation and reporting An overview of leveraging streams vs. automations FME’s impact across various industries highlighted by real-life case studies Live demonstrations on setting up FME workflows for real-time data Practical advice on getting started, best practices, and tips for effective implementation Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

Dernier (20)

A Year of the Servo Reboot: Where Are We Now?

A Year of the Servo Reboot: Where Are We Now?

A Year of the Servo Reboot: Where Are We Now?

Artificial Intelligence: Facts and Myths

Artificial Intelligence: Facts and Myths

Artificial Intelligence: Facts and Myths

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

Scaling API-first – The story of a global engineering organization

Scaling API-first – The story of a global engineering organization

Scaling API-first – The story of a global engineering organization

[2024]Digital Global Overview Report 2024 Meltwater.pdf

[2024]Digital Global Overview Report 2024 Meltwater.pdf

[2024]Digital Global Overview Report 2024 Meltwater.pdf

A Call to Action for Generative AI in 2024

A Call to Action for Generative AI in 2024

A Call to Action for Generative AI in 2024

CNv6 Instructor Chapter 6 Quality of Service

CNv6 Instructor Chapter 6 Quality of Service

CNv6 Instructor Chapter 6 Quality of Service

Boost PC performance: How more available memory can improve productivity

Boost PC performance: How more available memory can improve productivity

Boost PC performance: How more available memory can improve productivity

The 7 Things I Know About Cyber Security After 25 Years | April 2024

The 7 Things I Know About Cyber Security After 25 Years | April 2024

The 7 Things I Know About Cyber Security After 25 Years | April 2024

Advantages of Hiring UIUX Design Service Providers for Your Business

Advantages of Hiring UIUX Design Service Providers for Your Business

Advantages of Hiring UIUX Design Service Providers for Your Business

What Are The Drone Anti-jamming Systems Technology?

What Are The Drone Anti-jamming Systems Technology?

What Are The Drone Anti-jamming Systems Technology?

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

Presentation on how to chat with PDF using ChatGPT code interpreter

Presentation on how to chat with PDF using ChatGPT code interpreter

Presentation on how to chat with PDF using ChatGPT code interpreter

Histor y of HAM Radio presentation slide

Histor y of HAM Radio presentation slide

Histor y of HAM Radio presentation slide

Automating Google Workspace (GWS) & more with Apps Script

Automating Google Workspace (GWS) & more with Apps Script

Automating Google Workspace (GWS) & more with Apps Script

🐬 The future of MySQL is Postgres 🐘

🐬 The future of MySQL is Postgres 🐘

🐬 The future of MySQL is Postgres 🐘

08448380779 Call Girls In Friends Colony Women Seeking Men

08448380779 Call Girls In Friends Colony Women Seeking Men

08448380779 Call Girls In Friends Colony Women Seeking Men

Handwritten Text Recognition for manuscripts and early printed texts

Handwritten Text Recognition for manuscripts and early printed texts

Handwritten Text Recognition for manuscripts and early printed texts

Boost Fertility New Invention Ups Success Rates.pdf

Boost Fertility New Invention Ups Success Rates.pdf

Boost Fertility New Invention Ups Success Rates.pdf

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

Medlife journey with AWS

1.

2.

3. What is Medlife? MEDICINE DELIVERY MEDLIFE ESSENTIALSDOCTOR E-CONSULTMEDLIFE LABS www.pinhealth.com

4. When did we come into existence? First Order Delivered – May 2015 First Production Deployment – May 2015

5. Stage 1 : Very early days of Medlife Stage 2 : Automation Stage 3: Migrating from Singapore to Mumbai Stage 4: Optimize & align ourselves to the larger goal Stage 5: Taking Medlife to the next level

7. 2 tier monolith architecture Only t2.medium instances Default AWS VPC No application level optimization Single point of failure CPU credits would get exhausted Lot of unwanted visitors High data transfer costs Managing configuration was SETUP SHORTFALLS

9. Move EC2 instances to private subnet Automated zero down-time deployment during the day Auto scaling during the spikes Decouple the front-end & back-end, move towards multi-tier architecture Optimizing the application & database ECS for micro-services Introduce Kafka in our architecture ElasticSearch for search S3 for storage

11. REFERENCE LINKS FOR PREVIOUS TALKS https://www.slideshare.net/PraneshVittal/success-story-of-migrating-entire- infrastructure-from-aws-singapore-to-aws-mumbai-for-medlifecom https://www.youtube.com/watch?v=3QvTzRMIxok https://www.youtube.com/watch?v=zCqcIr8rbyA 1. 2. 3.

13. Analytics on EMR Cluster Introduce Apache Airflow Redis for faster data retrieval AWS WAF to secure our API end- points Multiple databases GROWTH SCALE Infrastructure monitoring ELK & AWS Cloudwatch for application monitoring Carve some of the monolith into micro-services VPC flow logs

14. Forecast your RIs Keep a check on some of the new AWS announcements Don’t neglect any anomalies in your invoice VPC end point for S3 cost optimization Detect idle instances COST OPTIMIZATION Build stateless applications to leverage spot instances Optimum values for auto-scaling rules Right-sizing EC2 instances Keep exploring interesting projects on Github

16. Data lake architecture and POC on “AWS Lake Formation” AI / ML use cases and POC on AWS SageMaker, Textract

17. THANK YOU 1. https://in.linkedin.com/in/praneshvittal 2. https://in.linkedin.com/in/prasanna-desai-6b785562