garystafford
AWS Area Principal Solutions Architect | AWS Certified Professional | Cloud | Data | Containers | Serverless | DevOps | Polyglot Developer
Amazon Web Services (AWS)New York, USA
Pinned Repositories
cd-maturity-model
Continuous Delivery Maturity Model - Gap Analysis Visualization Tool, using D3.js
draw-io
Repository for my post's draw.io diagrams
k8s-istio-observe-backend
Go-based microservices reference platform for demo of k8s observability with Istio
kafka-connect-msk-demo
For a series of posts on Amazon MSK, Amazon EKS, and Amazon EMR
object-tracking-blogpost
Use C++ with OpenCV and cvBlob to perform image processing and object tracking, using a webcam. Originally, built to test Raspberry Pi performance.
spring-music-docker
Build, deploy, and monitor a multi-container, MongoDB-backed, Java Spring web application, using the new Docker 1.12.
tickit-data-lake-demo
Resources for video demonstrations and blog posts related to DataOps on AWS
virtual-vehicles-docker
Repository for files related to containerizing Virtual-Vehicles project, using Docker. See blog post below for project details.
voter-service
The Voter Spring Boot RESTful Web Service, backed by MongoDB, and uses RabbitMQ for IPC
garystafford's Repositories
garystafford/llm-langchain-sql-demo
Using LangChain's SQL Database Chain and Agent with various LLMs to perform Natural Language Queries (NLQ) of an Amazon RDS for PostgreSQL database.
garystafford/streaming-sales-generator
Streaming Synthetic Sales Data Generator: Streaming sales data generator for Apache Kafka, written in Python
garystafford/foreman-vagrant
Automate the creation and configuration of a Foreman server VM and multiple Puppet Agent VMs
garystafford/dbt-redshift-demo
dbt / Amazon Redshift Demonstration Project
garystafford/multi-vagrant-puppet-vms
Builds Puppet Master and multiple Puppet Agent Nodes using JSON config file.
garystafford/genai_fiction_summary
Mastering Long Document Insights: Advanced Summarization with Amazon Bedrock and Anthropic Claude Foundation Model
garystafford/svd-examples
Created with Stability AIʼs Stable Video Diffusion XT 1.1 Image-to-Video latent diffusion model (SVD XT 1.1)
garystafford/creative-analysis-claude-bedrock
Simple Streamlit application used for demonstrating Anthropic Claude 3 family of model's multimodal prompting on Amazon Bedrock
garystafford/flink-kafka-demo
Apache Flink/Apache Kafka streaming data analytics demonstration using Streaming Synthetic Sales Data Generator
garystafford/svdxt-sagemaker-huggingface
Deploy and invoke Stability AI's Stable Video Diffusion XT (SVT-XT) 1.1 foundation model on Amazon SageMaker.
garystafford/datahub-on-aws-demo
DataHub on AWS demonstration resources
garystafford/genai-open-clip-demo
Image Identification and Classification with Amazon Bedrock, OpenSearch, and OpenCLIP
garystafford/amazon-bedrock-animation-demo
Creating Generative AI Video Animations using Amazon Bedrock and Stable Diffusion XL 1.0
garystafford/aws-data-lake-demo
Data Lakes on AWS files
garystafford/cdc-hudi-data-lake-demo
Source code CDC and Apache Hudi data lake demonstration
garystafford/ollama-streamlit-langchain-chat-app
Streamlit app for chatting with Meta Llama 3.2 using Ollama and LangChain
garystafford/build-chatbot-with-langflow
Building Your First Generative AI Chatbot with Langflow and Streamlit
garystafford/sdxl_dreambooth_autotrain_demo
Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product Concept Design
garystafford/bedrock-titan-image-outpainting-example
Image background replacement on Amazon Bedrock using Amazon Titan Image Generator v2 and outpainting
garystafford/ten-ways-gen-ai-code-gen
Code for the post: Ten Ways to Leverage Generative AI for Development on AWS
garystafford/comfyui-toaster-new-background
ComfyUI workflow for image variations with Stability AI's Stable Diffusion XL (SDXL) foundation model
garystafford/anthropic_fine_tuning_prompts
Anthropic Claude 3.5 prompts for blog post
garystafford/bedrock-multimodal-batch-inference
Explore the use of Amazon Bedrock's batch inference capabilities with multimodal models like Anthropic Claude 3.5 Sonnet to generate cost-effective bulk image descriptions.
garystafford/eks-secrets-store-csi-driver
Sample code for using the secrets-store-csi-driver with Amazon EKS
garystafford/huggingface-sagemaker-transformer-demo
Explore the capabilities of transformer models available on Hugging Face to accomplish common NLP tasks on Amazon SageMaker using real-time and batch inference.
garystafford/streamlit-bedrock-claude-sample
Simple Streamlit, Amazon Bedrock, Anthropic Claude 3 text generation example
garystafford/amazon-kendra-langchain-extensions
Samples to build Generative AI applications with LangChain and Amazon Kendra
garystafford/image-quality-analysis-genai
Using vision models for image quality analysis.
garystafford/kendra_index_sample_content
Sample content for creating Kendra Indexes
garystafford/propensity-to-buy-sagemaker-bedrock
From Prediction to Persuasion: Precision-targeted Marketing with Amazon SageMaker AI and Amazon Nova Generative Foundation Models