Cloud & AI Consultant · PhD · VMware vExpert since 2016
Dr. Pranay
Jha
Enterprise AI · VMware · Hybrid Cloud · 18+ years
I help enterprises navigate hybrid cloud, virtualization, and generative AI. Deep technical notes, real exam experiences, and complex ideas made simple — no fluff.
VMware vExpert 2016–2026
NVIDIA AI Certified
PhD · Computer Applications
VMUG Community Leader
NVIDIA AI Certified
PhD · Computer Applications
VMUG Community Leader
PJ
400+
Articles published
18+
Years experience
2016
vExpert since
PhD
Cloud & AI research
Latest articles
Featured · NVIDIA AI
Building Enterprise AI with NVIDIA NeMo Microservices: From Data to Guardrails
The GenAI wave is no longer about calling an LLM API. It’s about building reliable, scalable, secure, and continuously improving AI systems. A complete breakdown of the NeMo stack.
NVIDIA AI
Performance Comparison While Using NVIDIA NIM
In real-world AI systems the bigger challenge is inference performance at scale. Here’s what the benchmarks actually show.
NVIDIA AI
What is NVIDIA NeMo — and Why It Matters for Agentic AI
When people talk about AI systems, they often focus on models or APIs. But once you move beyond simple use cases, a bigger challenge appears.
Certifications
Preparing for NVIDIA Certified Professional – AI Infrastructure: What Actually Happened
“I’m not from AI… can I even do this?” My honest preparation journey, what surprised me, and what to actually focus on.
VMware / VCF
My VCF 9 Architect (2V0-13.25) Exam Experience
Tips, resources, and an honest take on difficulty — for anyone planning to attempt the VCF 9 Architect exam.
