magrathj
Lead Data Engineering working on big data platforms to provide insight through data
Dogged Engineering LtdLondon, UK
Pinned Repositories
Age-and-Gender-Recognition-App
Deploying Age and Gender Recognition Model to an Edge App
arduino_devops
Arduino github actions workflow to validate changes
Azure-Devops-Deploying-Web-Service-With-Load-Balancing
For this project, I have written a Packer template and a Terraform template to deploy a customizable, scalable web server in Azure.
bdd-pyspark
Simple demo using "behave" and "pyspark" libraries to test data transformations in a human-readable way
delta-migrations
Pyspark package to handle schema migrations in larger scale projects where incremental changes to tables are required.
Disaster-Response-NLP-Pipeline
Building a ML pipeline using the figure eight Corporate messaging dataset
event-driven-hackathon
using event driving architecture for geo-location based promotios
IoT-Edge-ML-App
Python Flask Dockerized App with Intels Openvino Inference Engine
NYC-Taxi-Analysis
Big data project to analyse 1.1 billion taxi trips in NYC and create a forecasting model
Pyspark-Docker-Image-With-Azure-Gen2-Connection
Building a docker image with Pyspark and Azure Gen2 storage connector so enable local testing your lake
magrathj's Repositories
magrathj/Pyspark-Docker-Image-With-Azure-Gen2-Connection
Building a docker image with Pyspark and Azure Gen2 storage connector so enable local testing your lake
magrathj/NYC-Taxi-Analysis
Big data project to analyse 1.1 billion taxi trips in NYC and create a forecasting model
magrathj/delta-migrations
Pyspark package to handle schema migrations in larger scale projects where incremental changes to tables are required.
magrathj/Disaster-Response-NLP-Pipeline
Building a ML pipeline using the figure eight Corporate messaging dataset
magrathj/arduino_devops
Arduino github actions workflow to validate changes
magrathj/arduino_iot_device
arduino uno with GPS and Bluetooth
magrathj/event-driven-hackathon
using event driving architecture for geo-location based promotios
magrathj/automated-gcp-databricks-deployments
Automated deployments with Databricks GCP
magrathj/Azure-Container-MLFlow-Model-Registry
Project looks to create a stand-alone MLflow model registry which sits on its own Azure Container Registry, using an image, connected to a blob storage (artifact store) and internal sqlite db (registry store).
magrathj/Azure-Devops-ML-Flask-WebApp
Machine learning web app with CI/CD component using agile framework to build out the project.
magrathj/Azure-Devops-Terraform-CI-CD-App-Service
Building out an Azure CI/CD pipeline to create disposable test environments and run automated tests on a published Web App
magrathj/Azure-FlaskWebApp
Deploy An Article CMS To Azure
magrathj/azure-web-form
magrathj/Data-Integration-Pipelines-for-NYC-Payroll-Data-Analytics
The City of New York would like to develop a Data Analytics platform
magrathj/Data-Modeling-with-Cassandra
Create a build and load process for a single VM with Cassandra
magrathj/Data-Modeling-with-Postgres
Create a build and load process for a single VM with Postgres
magrathj/Data-Science-Challenge
This challenge looks at using linux, docker, postgres and python to analyse interesting trends in transcational banking data.
magrathj/databricks-dbt-gcp
Using dbt on GCP Databricks
magrathj/DataOps
Example code for doing DataOps
magrathj/dbt-snowflake
dbt snowflake set up demo
magrathj/delta-live-tables-poc
PoC to test out Delta Live Tables with CI/CD pipeline deployments
magrathj/delta-migrations-template
magrathj/Deploying-Databricks-Notebooks-CI-CD
Using docker to deploy packages and notebooks using docker to an Azure Databricks workspace
magrathj/fire
Framework to provide schemas and constraints for Delta Live Table code
magrathj/Github-Network-Analysis-Web-App
Python app that uses oauth to query github api and returns a network graph of the users repos
magrathj/migrate
Scripts to help customers with one-off migrations between Databricks workspaces.
magrathj/snowflake-warehouse
Snowflake warehouse which uses weather and restaurants (YELP) datasets
magrathj/snowflake_ci_cd
magrathj/strava_app
Web app to display strava user data
magrathj/Synapse-Warehouse
Example of Synapse data warehouse which pulls data from Azure SQL DB