Industry veteran with over 10 years of experience architecting and managing GPU-powered cloud solutions.
Specializes in enabling scalable AI/ML and HPC workloads for enterprise and research applications.
Former lead solutions architect for top-tier cloud providers and startups in the AI infrastructure space.
NVIDIA has dominated the GPU industry for quite a few years now, accounting for 88 percent of the total market share. The company’s GPUs have really made their presence known in AI, HPC, and large-scale computations, transforming technologies across industries. One of the products from NVIDIA is H100. Launched in 2022, it was a game-changer […]
Artificial Intelligence (AI) has made rapid strides in recent years, dramatically changing industries from health to finance and entertainment. However, these new-gen technologies require parallel processing of large datasets, which is not possible with a traditional IT setup. Hence, businesses have been looking to transition from the traditional IT setup to a GPU-led infrastructure. NVIDIA […]
When you deploy AI models for analytics and rendering, you must decide whether GPUs should run on premises or in the cloud. The Cloud GPU vs On-Premises GPU decision effects latency, control, costs and how quickly you can scale for training runs. MarketsandMarkets forecasts the GPU-as-a-Service market will grow from $8.21B in 2025 to $26.62B by […]
The NVIDIA H200 GPU is a data center accelerator designed for production generative AI, where real-world bottlenecks are often memory capacity, memory bandwidth and tail latency (p95) rather than peak TFLOPS. As LLMs move into customer-facing workflows, longer contexts, larger KV caches and higher concurrency can increase memory pressure and expose data-movement limits. According to McKinsey report, 88% of […]
In 2026, choosing a GPU is less about peak benchmarks and more about time-to-production, predictable deployments and three-year total cost of ownership. A GPU is built for parallel work that powers AI models, graphics pipelines and simulation-heavy engineering. But choosing the right choice between AMD and NVIDIA depends on workload fit, software readiness and utilization. […]
Quick Answer NVIDIA L4 suits power-efficient inference, video, and high-density deployments with 24GB VRAM at 72W. L40S targets heavier generative AI, fine-tuning, and rendering with 48GB VRAM and higher bandwidth. RTX PRO 4500 Blackwell sits between them with 32GB GDDR7, 800GB/s bandwidth, FP4, PCIe Gen5, and MIG support at 165W. Choose based on workload, latency, […]
The Architecture, Engineering and Construction industry (AEC) has always been at the forefront of adopting modern design and visualization technologies and GPUs in Architecture can be a good way to implement it. It has been decades since architects, civil engineers and city planners gave up creating blueprints by hand for the multifaceted benefits of computer-assisted […]
GPUs aren’t just for gaming anymore. GPUs in healthcare are revolutionizing the whole industry. They’re making a big difference in healthcare by speeding up how quickly doctors can look at huge amounts of data. This means faster diagnoses, better treatment options, and less patient stress. In this blog, we will look at how GPUs are changing […]
We know that some of the fastest computing applications in the world are actually accomplished through computer clusters. These applications can range from real-time weather forecasting to vaccine development during pandemics. The computer clusters powering these multifarious applications leverage High-Performance Computing resources (HPC) and Cloud GPU servers to minimize latency and deliver lightning-fast processing capabilities. […]
Introduction Cloud Computing in educational landscape is rapidly changing, and technology is spearheading traditional learning methods. Cloud computing, artificial intelligence, and machine learning are at the vanguard of this quantum sea change, positing new paradigms for delivering teaching and learning experiences. Technology provides greater access to education and individualizes it for the diverse needs of […]