Automating Continuous Compliance for Scalable, Sustainable SaaS ML | Pooja Ranjan | Conf42 ML 2026

Описание: Read the abstract ➤ https://www.conf42.com/Machine_Learni...
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Chapters
00:00 Welcome to 42 Machine Learning 2026
00:36 Meet Puja Ranjan: Oracle Cloud & ML Engineering Background
02:28 What Puja’s Team Builds: End-to-End ML Tools on the Cloud
04:01 Why AI in Silicon Valley Matters: Automating IT Support with LLMs
06:59 Cloud Economics & Empowering Small Businesses with SaaS
08:46 From Data to Features: How AI Helps Define What Customers Want
11:28 Building the Feature: Architecture, Compliance, and Secure Dev
13:49 Deploying at Scale: Touchless CI/CD, Rollouts, and Regulations
16:03 SLA Monitoring & ML-Driven Reliability (Latency, Alarms, Root Cause)
19:10 AI in CI/CD Gates: Code Coverage, Security Tests, and Compliance Automation
21:05 Sustainability & Hardware Optimization with ML (Right-Sizing, Carbon Footprint)
22:43 Wrap-Up: The Promising Future of AI/ML Integration