Philip Patterson's starred repositories
awesome-db-tools
Everything that makes working with databases easier
Local-LLM-Comparison-Colab-UI
Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.
llm-movieagent
Semantic layer on top of a graph database to provide an LLM with a set of robust tools to interact with the database
models-from-scratch-python
Repo where I recreate some popular machine learning models from scratch in Python
SageMaker-Deployment
Compilation of examples of SageMaker inference options and other features.
AI-projects
AI Projects contains various projects which I have written about in my medium articles.
AppliedTimeSeriesForecastingInPython
Repository with data, starter notebooks, and solution notebooks for my course Applied Time Series Forecasting in Python
multiple-identity-providers-amazon-api-gateway
This example demonstrates a pattern to leverage multiple identity providers with an API Gateway and manage Authorization with Amazon Verified Permissions.
amazon-aurora-postgresql-fast-failover-demo
A simple demonstration of in-region (HA) and cross-region (DR) failover automation using Amazon RDS Aurora PostgreSQL Global Database, RDS Proxy and Route53
clickstream-sdk-samples
Clickstream SDK samples, including Android, iOS, React Native
serverless-fitness-functions
We discuss the need for fitness functions in serverless cloud workloads and give examples of how we can automate this using the AWS CDK and TypeScript
fe-to-dynamodb-via-cognito-demo
Demo app of how to allow the FrontEnd to access DynamoDB directly and safely, using Cognito Identity Pool
db-esdk-blog
This repository provides code snippet referenced in blogpost
ci-cd-crossaccount
This repository has a CI/CD life cycle via CDK focus on Serverless Applications.
serverless-pipes-python
An example of using EventBridge pipes with Python