Keynote on AI/ML & Autonomous Cloud with AI/ML SaaS Solution for Fraud Detection - Manu Thapar, Mastercard CTO
Description
Manu Thapar, CTO of Mastercard, explains Mastercard's ML-based fraud detection system and gives his POV on going 100% autonomous. Mastercard built a massive ML based system to detect and reduce fraud, running on AWS, using Kubernetes and serverless with EKS and Lambda. Manu explains the problem, Mastercard's solution and how it was deployed. Manu then gives his POV on Mastercard's goals for 100% autonomous operations and why autonomous systems are needed to meet the SLAs that global companies like Mastercard operate with.
00:16 : Massive scale of credit card transactions
01:13 : Mastercard's solution
03:36 :Rules-based vs ML based approaches
05:58 : Deployment on AWS with k8s and serverless
09:11 : Achieving performance & scalability with AWS
10:30 : Ensuring availability & resilience with well-architected design
11:24 : Assuring security & compliance - PCI, GDPR
12:20 : Closed loop analytics and reporting
13:09 : Customer impact on approval rates and fraud rates
14:11 : Principles for operating systems at scale
15:47 : Manu's POV on autonomous
17:28 : What % of systems can be autonomous
Learn more about Sedai at https://bit.ly/3e3Cqlv
#manuthapar #mastercard #antifraud #aiml #autonomouscloud #eks #kubernetes #aws #sedai #autocon22
United States
