Mark Duffield

Use sagemaker to fine tune and deploy at edge

Perfomance and benchmarking tool suite

Fine tune resnet18 with wafer images to be used for wafer defect classification

HPC and parallel file systems, remote desktops, infrastructure automation, workshops

A CLI and interactive GUI for AWS cost tracking.

Deploy a secure Node.js environment.

Semiconductor Wafer Map Analysis and Classifier

Random Duff blog site

Use a text to image model to create a contact sheet

Vector Data (embeddings) using PostgreSQL and pgvector

SageMaker AI environment setup

Monitor, record, and display ping results

Samples and documentation for deploying EDA computing environments in AWS

AWS Simple Beer Service - Travel Edition

aws-cfn-control is an interface that provides a way to quickly deploy and redeploy CloudFormation stacks from the command line. The cfnctl command provides the core functionality, with several other commands that will find AMI info, get stack status, build CloudFormation mappings, and many other features.

This is a repo of HPC workshops that will be used to facilitate on-site engagements, or be used at conferences and summits.

Simple Beer Service (SBS) is a cloud-connected kegerator that streams live sensor data to AWS.