I’m a machine learning engineer working on enterprise AI deployments. My day job involves auditing models for bias and reliability, and my blog is where I share what I’ve learned about evaluation metrics, responsible AI guardrails, and how to actually ship models that stakeholders can trust.
How NVIDIA built a kernel-level security layer for autonomous agents—and why it matters for production AI deployments in regulated industries.
An in-depth look at how generative AI has evolved in 2026, with enterprises moving beyond proofs of concept to full-scale production deployments.