PinnedBrent LemieuxinBuilding IbottaMatching Rewards to Products with TransformersBERT powered rewards matching for an improved user experience·7 min read·Aug 31, 2021----
Brent LemieuxinTowards Data ScienceSet up an Airflow Environment on AWS in MinutesGetting Started with Amazon Managed Apache Airflow·6 min read·Apr 14, 2021--2--2
Brent LemieuxinTowards Data ScienceGetting Started with SageMaker for Model TrainingBuild a text classifier with BERT and PyTorch and training on Amazon SageMaker·6 min read·Mar 9, 2021----
Brent LemieuxinTowards Data ScienceQuick Setup Guide for your AWS AccountStart building applications and solutions in the cloud today·4 min read·Mar 8, 2021----
Brent LemieuxinBuilding IbottaServing Cold-Start Retailer Recommendations in Real-TimeServing Real-Time Recommendations for New Users to Improve Relevance and Discoverability with Amazon SageMaker6 min read·Oct 21, 2020--1--1
Brent LemieuxinTowards Data ScienceProduction Data Processing with Apache SparkUsing the AWS CLI to submit Spark applications on a cluster, a step-by-step guide·7 min read·Jul 22, 2019--7--7
Brent LemieuxCreate a Key Pair File for AWS EC2Below I briefly explain how to create a key pair file for AWS EC2. A key pair file can be used to make your applications more secure. Be…2 min read·Jul 22, 2019----
Brent LemieuxinTowards Data ScienceGetting Started with PySpark on Amazon EMRA step-by-step guide to processing data at scale with Spark on AWS·8 min read·Jul 19, 2019--10--10
Brent LemieuxinTowards Data ScienceDeploy a Machine Learning Model as an API on AWSStep by step guide to build a model API, containerize it with Docker, and deploy it to the web using AWS Elastic Beanstalk…·8 min read·Jun 10, 2019--7--7