Jay Rodge

Jay Rodge is a product marketing manager for deep learning and inference products at NVIDIA driving launches and product marketing initiatives. Jay received his master’s degree in computer science from Illinois Tech, Chicago with a focus on computer vision and NLP. Before NVIDIA, Jay was an AI research intern at BMW Group solving problems using computer vision for BMW’s largest manufacturing plant.
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Posts by Jay Rodge

Decorative image of a computer screen against a purple background, with a dial on the side.
Data Science Mar 18, 2024

RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes

At NVIDIA GTC 2024, it was announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code.... 5 MIN READ
Data Science Jul 11, 2023

Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn

If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver... 14 MIN READ
Data Science Jul 20, 2022

Optimizing and Serving Models with NVIDIA TensorRT and NVIDIA Triton

Imagine that you have trained your model with PyTorch, TensorFlow, or the framework of your choice, are satisfied with its accuracy, and are considering... 11 MIN READ
Diagram of Torch-TensorRT and TensorFlow-TensorRT.
Conversational AI Dec 02, 2021

NVIDIA Announces TensorRT 8.2 and Integrations with PyTorch and TensorFlow

Today NVIDIA released TensorRT 8.2, with optimizations for billion parameter NLU models. These include T5 and GPT-2, used for translation and text generation,... 2 MIN READ
Conversational AI Dec 02, 2021

Optimizing T5 and GPT-2 for Real-Time Inference with NVIDIA TensorRT

The transformer architecture has wholly transformed (pun intended) the domain of natural language processing (NLP). Over the recent years, many novel network... 9 MIN READ
Conversational AI Nov 09, 2021

ICYMI: New AI Tools and Technologies Announced at NVIDIA GTC Keynote

At NVIDIA GTC this November, new software tools were announced that help developers build real-time speech applications, optimize inference for a variety of... 5 MIN READ