Burak Yoldemir

Burak Yoldemir is a manager of AI solution architecture at NVIDIA, where his team helps large-scale consumer internet companies bring AI applications into production. Burak’s background spans a wide range of AI applications, as well as frontend and backend enterprise software development. He holds a Ph.D. in Electrical and Computer Engineering from the University of British Columbia, Canada.
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Posts by Burak Yoldemir

Agentic AI / Generative AI Aug 20, 2026

How Generative Recommenders Are Redefining RecSys at Scale

Recommender systems (RecSys) are one of the most ubiquitous machine learning problems in the consumer internet industry yet notoriously difficult to train and... 11 MIN READ
NVIDIA Triton model ensembles
Data Science Mar 13, 2023

Serving ML Model Pipelines on NVIDIA Triton Inference Server with Ensemble Models

In many production-level machine learning (ML) applications, inference is not limited to running a forward pass on a single ML model. Instead, a pipeline of ML... 19 MIN READ
Data Science May 23, 2022

Identifying the Best AI Model Serving Configurations at Scale with NVIDIA Triton Model Analyzer

Model deployment is a key phase of the machine learning lifecycle where a trained model is integrated into the existing application ecosystem. This tends to be... 11 MIN READ