Benedikt Schifferer

Benedikt Schifferer is a deep learning engineer at NVIDIA working on recommender systems. Prior to his work at NVIDIA, he graduated with a master of science in data science from Columbia University, New York and developed recommender systems for a German ecommerce company.
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Posts by Benedikt Schifferer

Illustration demonstrating RAG.
Generative AI / LLMs Feb 23, 2024

Evaluating Retriever for Enterprise-Grade RAG

The conversation about designing and evaluating Retrieval-Augmented Generation (RAG) systems is a long, multi-faceted discussion. Even when we look at retrieval... 14 MIN READ
Generative AI / LLMs Nov 28, 2023

Build Enterprise Retrieval-Augmented Generation Apps with NVIDIA Retrieval QA Embedding Model

Large language models (LLMs) are transforming the AI landscape with their profound grasp of human and programming languages. Essential for next-generation... 12 MIN READ
Recommenders / Personalization Jul 20, 2021

Using Neural Networks for Your Recommender System

Deep learning (DL) is the state-of-the-art solution for many machine learning problems, such as computer vision or natural language problems and it outperforms... 9 MIN READ
Recommenders / Personalization May 06, 2021

How to Build a Winning Deep Learning Powered Recommender System-Part 3

Recommender systems (RecSys) have become a key component in many online services, such as e-commerce, social media, news service, or online video streaming.... 21 MIN READ
Recommenders / Personalization Oct 05, 2020

Announcing the NVIDIA NVTabular Open Beta with Multi-GPU Support and New Data Loaders

Recently, NVIDIA CEO Jensen Huang announced updates to the open beta of NVIDIA Merlin, an end-to-end framework that democratizes the development of large-scale... 12 MIN READ