xArchitecting Self-Healing Enterprise Operations: AI + DevSecOps | Akshay Mittal | SW Engineer | 4K

Описание: Akshay Mittal, Software Engineer, and Sanjay Kalluvilayil explore the future of Enterprise AI and AI-augmented DevSecOps. Askshay explains why security must shift from reactive to predictive, how to make agentic workflows production-ready, and what it really takes to use AI to solve real-world problems.

Based in Austin, TX, Akshay Mittal is completing his PhD in AI/ML-Driven Security and Automation Strategies for Cloud-Native Architectures and is a leader in the AI technical community.

Key Insights
1. Reinvent - Move from Reactive to Predictive Security
Embed AI directly into the deployment pipeline to flag risky code in real time and predict vulnerabilities.
Treat security as a self-defending system with continuous compliance, not a post-breach clean-up process.

2. Experiment - Make Agentic AI Production-Ready with AIOps
Use LLM-based agents for root cause analysis and autonomous remediation, not just chatbot automation.
Build for scalability and reproducibility using cloud-native foundations like Kubernetes plus MLOps layers (example: Kubeflow, KServe) and strong guardrails.

3. Execute - Measure, Automate, and Build Self-Healing Operations
Measure everything first (latency, error rates, delivery metrics) because you can’t streamline what you don’t measure.
Automate the bottlenecks, then build systems that fix themselves, and in GTM, sell the result not the algorithm.

The AI Space Podcast — Season 2 | Episode 6
🎙️ Guest: Akshay Mittal | Software Engineer | PhD Candidate
🎙️ Host: Sanjay Kalluvilayil | Founder & CEO | Stonehaas Advisors |
Creator | The AI Space Podcast
🔔 Subscribe - Game-changing real world insights for AI Founders & Start-ups!

Key Links:
🌐 https://theaispacepodcast.ai
📅 https://calendly.com/sanjay-stonehaas...

Chapters
00:00 Trailer
01:56 Welcome and Introductions
02:48 Key Trends in AI
06:59 Top AI Strategies to Grow & Scale
10:03 PayPal Disclaimer
11:30 Akshay's AI Journey
13:33 White Papers & Awards
14:50 AI Communities/ Associations
18:16 Current Role
19:14 Subscribe & Follow Us
19:40 AI-ML Architecture & Tech Stack
22:48 Surprising 2025 Insight!
25:16 AI Tools
33:14 Why The AI Space Podcast?
34:41 Vision, Mindset, & Strategy
36:45 Sales & Marketing Insights
39:13 Streamline & Scale Operations
42:19 AI Democratization
45:03 Ethical & Responsible AI
48:04 Final Thoughts & Encouragement
52:32 Outro
53:24 Subscribe & Follow Us

Host Bio: Sanjay Kalluvilayil is a visionary leader on a mission to help AI businesses win clients, convert sales, and scale operations to maximize cash flow and valuation. As a trusted advisor and fractional CXO, I bring 30+ years of strategic and execution expertise—from Big 4 consulting to Fortune 500 transformation to startup acceleration.

Company Bio: At Stonehaas Advisors, we work with AI founders and businesses to overcome growth and cash flow challenges by designing and executing GTM strategies that drive organic growth, successful capital raises, and strategic exits.

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