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Jason Karlin

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.

Optimize Your Fluid Dynamics with GPU Server Simulation

Optimize Your Fluid Dynamics with GPU Server Simulation

We’re currently in an era witnessing a surge in every technology, propelled by advancements in computation resources. The potential of technology-driven systems is skyrocketing because of the acceleration delivered by data centers. Various engineering disciplines, such as computational fluid dynamics and automotive systems, are harnessing new-age technologies like accelerated computing and artificial intelligence to address […]

March 18, 2024
Keras GPU: Using Keras On Single GPU, Multi-GPU, And TPUs

Keras GPU: Using Keras On Single GPU, Multi-GPU, And TPUs

A Keras model may work correctly on a CPU, but long training runs can quickly slow experimentation. Moving to a single GPU can reduce training time without requiring major model changes, although the environment still needs compatible drivers, packages, and correct device detection. When one GPU no longer provides enough throughput, Keras training can scale […]

October 4, 2023
GPU For E-commerce Fraud Detection

GPU For E-commerce Fraud Detection

Online shopping feels effortless to customers, yet the machinery that keeps each payment safe is working overtime. Attackers script bots, cycle stolen credentials and build mule rings to siphon money from every step of the journey. Their speed has outgrown the fraud-detection stacks that most merchants still run on commodity CPUs. Graphics Processing Units (GPUs) […]

October 4, 2023
How GPU-Powered AI Solutions Accelerate Risk & Fraud Detection

How GPU-Powered AI Solutions Accelerate Risk & Fraud Detection

Fraud detection teams across enterprises are fighting on two fronts. Digital commerce and instant payments keep shrinking the time available to stop a bad transaction. At the same time, criminals are scaling attacks with automation and generative AI, from deepfake-driven identity fraud to industrialized scam campaigns. Modern AI helps, but only if it runs fast […]

October 4, 2023
How To Build Your GPU Cluster For AI And Deep Learning

How To Build Your GPU Cluster For AI And Deep Learning

GPU Cluster for AI and deep learning is becoming the new baseline, as generative and agentic AI push compute demands beyond what traditional infrastructure can deliver. In a recent McKinsey report, AI use reached 88 percent of organizations in at least one business function, an increase of ten percentage points from 2024. Training larger models and serving low-latency […]

October 4, 2023
Top 7 High-Impact GPU Use Cases in Finance

Top 7 High-Impact GPU Use Cases in Finance

Quick Answer GPUs accelerate finance workloads that involve highly parallel computation, including Monte Carlo risk simulations, derivatives pricing, quantitative research, fraud and graph analytics, portfolio optimization, AML, and financial AI. Their value is highest when they reduce time-to-result or cost per completed workload, not simply when they provide more raw compute. At 8:45 a.m., just […]

October 4, 2023
How To Accelerate Prediction & Forecasting With GPU?

How To Accelerate Prediction & Forecasting With GPU?

Prediction and forecasting with GPU are going be critical in every aspect of life. Students attempt to predict the weightage a particular topic might accrue in examinations. Businesses forecast customer demand in response to a variety of parameters including marketing campaigns. Agriculturalists predict optimal harvesting timelines based on weather conditions. Governments forecast movements in currency […]

October 4, 2023
Improve Insurance Fraud Detection Using Cloud GPU Server

Improve Insurance Fraud Detection Using Cloud GPU Server

We are going to discuss insurance fraud detection using Cloud GPU as fraudulent insurance claims can often cost companies millions of dollars. Insurance-based frauds are rife and mostly happen in healthcare, automotive and property sectors. Insurance companies are always locked in an arms race and must continue leveraging technological advancements to identify and reduce fraudulent […]

October 4, 2023
Accelerate Cyber Threat Detection With GPU Servers

Accelerate Cyber Threat Detection With GPU Servers

It’s 2025 and security teams globally sort through about 3,832 alerts every day. Yet 28% of those warnings never get a human review! Such overload leads to blunders: 73% of professionals admit they have missed or ignored at least one high-priority alert in the past year. Attackers, looking to leverage system loopholes, drive major advantage. The 2024 M-Trends report shows […]

October 4, 2023
Financial Risk Management using GPU accelerated AI

Financial Risk Management using GPU accelerated AI

In this article we are going to discuss how GPU accelerated AI helps in dealing with several aspects of financial risk management. Artificial Intelligence (AI) has permeated just about every aspect of industrial production and financial product/ operations management. Organizations now leverage the near-omniscient power of AI to make very accurate, timely decisions based on […]

October 4, 2023