Prateek Navani

Technology

Why "hosted in India" isn't the same as "data sovereign"

Next time a cloud vendor tells you "your data stays in India," try this. Ask one follow-up: if a court in another countr

Prateek Navani Oct 15 5 min 85

Technology

Cost-per-token breakdown by GPU: L4 vs A100, L40S and H100

Which GPU is "cheapest" for running an LLM? If you are merely going to look at the hourly rate on the pricing page, then

Prateek Navani Oct 14 5 min 85

Technology

AWS vs Indian cloud providers: data residency and compliance guide

Every compliance conversation in India eventually lands on the same question: can we just use AWS, or do we actually nee

Prateek Navani Oct 12 6 min 85

Technology

Where to rent an NVIDIA L4 GPU: providers compared

The L4 has become the default recommendation for cost-efficient inference, and once you start actually shopping for one,

Prateek Navani Oct 8 5 min 85

Technology

LLM VRAM requirements: what fits on 8, 16, 24, 48 and 80GB

Have you ever found yourself stuck in this question: "will this model fit on my GPU?". A lot of us have. The honest answ

Prateek Navani Oct 6 5 min 85

Technology

DDoS mitigation provider comparison: capacity, time-to-mitigate, pricing

I have watched more than one team pick a DDoS provider based purely on a big capacity number on a marketing page, only t

Prateek Navani Sep 17 5 min 85

Technology

H200 in India: availability, pricing and data residency

Not too long ago, getting your hands on an H200 usually meant going through a global cloud provider, paying in dollars,

Prateek Navani Sep 11 5 min 85

Technology

When should you upgrade your GPU to RTX PRO 6000?

There is a specific kind of frustration that comes from watching a training run crash with a CUDA out of memory error fo

Prateek Navani Sep 9 5 min 85

Technology

AI startup funding in India 2026: what's actually happening and why it matters

If you have spent any time on startup Twitter or LinkedIn this year, you have probably noticed something. Everyone is su

Prateek Navani Sep 7 5 min 85

Technology

LLM fine-tuning 101: a practical guide for developers

A couple of years ago, fine-tuning a large language model meant a rack of expensive GPUs, a dedicated ML team, and a tra

Prateek Navani Sep 2 5 min 85

Technology

Cloud hosting for small businesses: what to look for in 2026

Choosing a hosting provider used to be simple. You picked whoever was cheapest and hoped for the best. That approach doe

Prateek Navani Aug 20 5 min 85

Technology

ClusterIP vs NodePort vs LoadBalancer: which one should you actually use?

When you start working with Kubernetes, you need to expose your app and open the docs. Suddenly there are five service t

Prateek Navani Aug 19 4 min 85