Experienced in the entrepreneurial realm and skilled in managing a wide range of operations, I bring expertise in startup launches, sales, marketing, business growth, brand visibility enhancement, market development, and process streamlining.
A structured framework for assessing open source supply chain risk in AIOps stacks, covering dependency mapping, SBOM integration, maintainer signals, and governance controls.
AI agents and automated development workflows are reshaping CI/CD security. Explore structural defenses, policy-as-code, and runtime detection strategies for AI-augmented pipelines.
A practical AIOps maturity model guiding IT leaders from reactive break-fix operations to autonomous, self-healing systems across telemetry, automation, ML, and culture.
A practical AIOps skills matrix mapping roles, competencies, and proficiency levels across SRE, platform, data, and security teams—ideal for hiring and career planning.
A practical framework for benchmarking and governing AI agents in AIOps. Learn how to measure reasoning, tool use, incident impact, and operational risk before production rollout.
A structured framework for assessing open source supply chain risk in AIOps stacks, covering dependency mapping, SBOM integration, maintainer signals, and governance controls.
AI agents and automated development workflows are reshaping CI/CD security. Explore structural defenses, policy-as-code, and runtime detection strategies for AI-augmented pipelines.
A practical AIOps maturity model guiding IT leaders from reactive break-fix operations to autonomous, self-healing systems across telemetry, automation, ML, and culture.
A practical AIOps skills matrix mapping roles, competencies, and proficiency levels across SRE, platform, data, and security teams—ideal for hiring and career planning.
A practical framework for benchmarking and governing AI agents in AIOps. Learn how to measure reasoning, tool use, incident impact, and operational risk before production rollout.
AI agents promise autonomous operations—but can they truly replace DevOps teams? A structured capability maturity model separates practical autonomy from hype.
A hands-on tutorial for building an AI-driven incident triage pipeline on Kubernetes using OpenTelemetry and LLM reasoning, with human-in-the-loop validation.
Discover how to build secure AIOps pipelines with a DevSecOps framework. Learn step-by-step instructions and best practices to integrate security seamlessly.
