Akshatha Kamath

Akshatha Kamath is a product manager at NVIDIA enabling efficient memory management for AI inference. She holds an MBA and a master’s degree in Data Science for Education from Stanford University. She brings experience developing and scaling ML/AI applications across industries, including AI-powered legal research at LawPavilion in Nigeria.
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Posts by Akshatha Kamath

Computer Vision / Video Analytics

When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving

Encode-prefill-decode (EPD) disaggregation is an inference optimization technique for multimodal models that separates the vision encoder stage from the prefill... 14 MIN READ
Data Center / Cloud

How to Reduce KV Cache Bottlenecks with NVIDIA Dynamo

As AI models grow larger and more sophisticated, inference, the process by which a model generates responses, is becoming a major challenge. Large language... 11 MIN READ