Poonam Chitale

Poonam Chitale is a Senior Product Manager for Accelerated Computing Software at NVIDIA primarily working on deep learning tools and Industry specific solutions. Before joining NVIDIA she delivered mainframe database modernization tools at IBM.
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Posts by Poonam Chitale

Data Science

Profiling and Optimizing Deep Neural Networks with DLProf and PyProf

Software profiling is key for achieving the best performance on a system and that’s true for the data science and machine learning applications as well. In... 19 MIN READ
Conversational AI

How to Build Domain Specific Automatic Speech Recognition Models on GPUs

In simple terms, conversational AI is the use of natural language to communicate with machines. Deep learning applications in conversational AI are growing... 10 MIN READ
Conversational AI

Develop Smaller Speech Recognition Models with the NVIDIA NeMo Framework

As computers and other personal devices have become increasingly prevalent, interest in conversational AI has grown due to its multitude of potential... 7 MIN READ
Data Science

Annotate, Build, and Adapt Models for Medical Imaging with the Clara Train SDK

Deep Learning in medical imaging has shown great potential for disease detection, localization, and classification within radiology. Deep Learning holds the... 9 MIN READ
Computer Vision / Video Analytics

Fast AI Assisted Annotation and Transfer Learning Powered by the Clara Train SDK

The growing volume of clinical data in medical imaging slows down identification and analysis of specific features in an image. This reduces the annotation... 8 MIN READ
Simulation / Modeling / Design

Using Nsight Compute or Nvprof to Show Mixed Precision Use in Deep Learning Models

Mixed precision combines different numerical precisions in a computational method. The Volta and Turing generation of GPUs introduced Tensor Cores, which... 4 MIN READ