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Sagar Desai

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Articles

India’s Push for Manufacturing Medical Devices Moves From Crisis Management To Technology Development

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By Sagar Desai
| BasisPoint Insight
To protect our content, printing this article is not allowed. Please read it directly on the BasisPoint website. India has built manufacturing capacity since COVID-19, but import dependence in high-end devices shows that technology sovereignty remains unfinished. By Sagar Desai Sagar Desai is Assistant Director at CareEdge Advisory September 26, 2026 at 3:40 AM IST A ventilator shortage in the first months of COVID-19 exposed just how dependent India was on imported medical equipment.
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Maximize AI Infrastructure Throughput by Consolidating Underutilized GPU Workloads

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By Sagar Desai
| NVIDIA Developer Blog
In production Kubernetes environments, the difference between model requirements and GPU size creates inefficiencies. Lightweight automatic speech recognition (ASR) or text-to-speech (TTS) models may require only 10 GB of VRAM, yet occupy an entire GPU in standard Kubernetes deployments. Because the scheduler maps a model to one or more GPUs and can’t easily share across GPUs across models, expensive compute resources often remain underutilized.
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Chapter Two - Beyond The Finish Line

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By Sagar Desai
| Medium
Sagar Desai · Follow 10 min read · -- As I write this, I’m sitting in my Airbnb in Northern Thailand with a sore body as I get humiliated at my Muay Thai gym on a regular basis. Anyway, let’s pick up the story where we left off in the previous article. (Click here if you haven’t read it already. This is a sequel) So, where were we, my friend? Yes, Stockholm Marathon. Medal around my neck. Beer in my hand. Elvin beside me.
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