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PhD AI, MLOps, Director, and Cypherpunk

PhD computer science graduand and director for Deep Cypher Ltd..

I am pretty-hardcore into my Linux, Kubernetes, and deep learning. I build platforms with Kubernetes to enable AI, as well as building the AI itself which at scale can be quite problematic. I play the long game, as building these sorts of platforms is not a short gentle stroll, but a marathon! I solve problems as far ahead in the future as I can both perceive and expect, in the aim that they never become experienced problems.

I am an avid homelabber, where I experiment with my tooling, and expand my horizons of understanding as I am always learning, adopting new techniques and technologies early. My long term goals are to build and run my company full-time, and become top in my field for deep learning and AI platforms.

Primary research:

  • Deep Learning for agricultural yield prediction.
  • Fully Homomorphic Encryption (FHE), and encrypted deep learning as a service (EDLaaS).

Papers

Dr. George Raven's Projects

rook icon rook

Storage Orchestration for Kubernetes

rpic icon rpic

Raspberry pi camera for those sneaky pirates, taking all the loot!

seal icon seal

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

seal-1 icon seal-1

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

simpledatatransport icon simpledatatransport

Simple python 3 library for transporting data to a remote machine, applying transformations and returning a response.

solar-syntax icon solar-syntax

solarized dark esque, improved vibrancy atom syntax theme

tenseal icon tenseal

A library for doing homomorphic encryption operations on tensors

tf-seal icon tf-seal

Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library

topic_store icon topic_store

ROS package used for serialising common ROS messages to a database or filesystem

tosv icon tosv

A simple single purpose python file to handle converting file(s) from one delimited format to another quickly.

vulkai icon vulkai

Experimental vulkan deep learning

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