DEVELOPER BLOG

Abhishek Sawarkar

Abhishek Sawarkar is responsible for the development and presentation of deep learning-focused content on the NVIDIA Riva SDK. His background is in computer vision and machine learning but currently he is working on the entire Riva multi-modal pipeline featuring ASR, NLP, TTS, and CV. He is a recent graduate from Carnegie Mellon University with a master’s degree in electrical and computer engineering.

Posts by Abhishek Sawarkar

AI / Deep Learning Jul 20, 2021

Accelerating Inference with Sparsity Using the NVIDIA Ampere Architecture and NVIDIA TensorRT

○ TensorRT is an SDK for high-performance deep learning inference, and TensorRT 8.0 introduces support for sparsity that uses sparse tensor cores on NVIDIA… 8 MIN READ
Data Science Jun 30, 2021

Continuously Improving Recommender Systems for Competitive Advantage Using NVIDIA Merlin and MLOps

This posts shares how NVIDIA Merlin components fit into a complete MLOps pipeline to operationalize a recommendation system… 12 MIN READ
AI / Deep Learning Jun 08, 2021

Accelerating Conversational AI Research with New Cutting-Edge Neural Networks and Features from NeMo 1.0

The 1.0 update brings significant architectural, code quality, and documentation improvements as well as a plethora of new state-of-the-art neural networks and… 9 MIN READ
AI / Deep Learning Feb 25, 2021

Building Transcription and Entity Recognition Apps Using NVIDIA Riva

In the past several months, many of us have grown accustomed to seeing our doctors over a video call. It’s certainly convenient, but after the call ends… 19 MIN READ
AI / Deep Learning Nov 11, 2020

Deploying a Natural Language Processing Service on a Kubernetes Cluster with Helm Charts from NVIDIA NGC

Conversational AI solutions such as chatbots are now deployed in the data center, on the cloud, and at the edge to deliver lower latency and high quality of… 12 MIN READ
AI / Deep Learning Aug 24, 2020

Simplifying AI Inference with NVIDIA Triton Inference Server from NVIDIA NGC

Seamlessly deploying AI services at scale in production is as critical as creating the most accurate AI model. Conversational AI services, for example… 8 MIN READ