Derek Oliver's Projects
Learn how to design, develop, deploy and iterate on production-grade ML applications.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Migrate to Containers samples and best practices
Google Cloud Medical Imaging ML Development Accelerators
Configure and deploy Moodle LMS on Google Cloud
Open Babel is a chemical toolbox designed to speak the many languages of chemical data.
OSCP Study Guide 2023 - All tools and notes you will need!
Super timeline all the things
Fast multi-threaded, hybrid-out-of-core query engine focussing on DataFrame front-ends
RAD Lab enables users to deploy infrastructure on Google Cloud Platform (GCP) to support specific use cases. Infrastructure is created and managed through Terraform in conjunction with support scripts written in Python. The templates, code, and documentation for each use case are bundled into modules.
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
š„ Blazing fast bulk data transfers between any cloud š„
Google Cloud Solutions templates
Speech recognition module for Python, supporting several engines and APIs, online and offline.
Manages Google Cloud organization policies
Collaborative forensic timeline analysis
A tiny DNS resolver written in Python.
š¤ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Automation and Scaling of Digital Forensics Tools
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud