Simon Aubury's Projects
AWS DeepRacer reward function for autonomous driving with machine learning
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
A Raspberry Pi to mix cocktails based on your inferred mood via the servo mounted camera
Install Confluent Operator for Kubernetes
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
Website for DataEngBytes - DataEngConfAU!
The Leek group guide to data sharing
Quick demo of Apache AIrflow
Resources for exploring the DuckDB ecosystem
A real-time visualisation of the CO2 emissions of electricity consumption
Personal FitBit data exploratory data analysis
Monitor the contents of my fridge and automatically add grocery items to my shopping list with GPT-4o vision API
GenPiCam - a RaspberryPi based camera that reimagines the world with GenAI.
Real cocktail creation with generative AI and Raspberry Pi
Head Pose estimator using Apache MXNet. HeadPose_ResNet50_Tutorial.ipynb helps you to walk through an entire work flow of developing a CNN model from the scratch including data augmentation, fine-tuning, training, saving check-point model artifacts, validation and inference.
My generic collection of tools
Helper repository to demo Kafka connect and illustrate use of RDBMS and noSQL destinations