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Hi

My name is Jie(Jay), currently pursuing a PhD at the CLOUDS lab at the University of Melbourne.
My research interest includes machine learning, primarily (multi-agent) deep reinforcement learning for cloud resource management and optimisation.

Before start my PhD, I worked for 12 years. The latest role was in a retail company as a software engineer -> IT Infrastructure Manager -> CTO. I'm also a AWS certified solution architect.

I have being programming since the late 1990s, started with x86 assembly and C.
I used two dozens of programming languages in my career(primarily Java/C#/Go), and currenly obsessed with Julia.

My favourite OS is FreeBSD. I'm a hater of scripting language and ORM, they bite me too many times in the past.

I can be reached through Linkedin.

Jay's Projects

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

flux.jl icon flux.jl

Relax! Flux is the ML library that doesn't make you tensor

gephi icon gephi

Gephi - The Open Graph Viz Platform

gloudsim icon gloudsim

Automatically exported from code.google.com/p/gloudsim

go-cloud icon go-cloud

The Go Cloud Development Kit (Go CDK): A library and tools for open cloud development in Go.

grakn icon grakn

Grakn Core: The Knowledge Graph

htapbench icon htapbench

Benchmark suite to evaluate HTAP database engines

imitation icon imitation

Clean PyTorch implementations of imitation learning algorithms

infograph icon infograph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jsr331 icon jsr331

JCP Standard JSR331 “Java Constraint Programming API”. It is used for Modeling and Solving Constraint Satisfaction and Optimization Problems using Java and off-the-shelf Constraint/Linear Solvers

julia-intellij icon julia-intellij

:computer: Julia Plugin for IntelliJ IDEA ┗:smiley:┛ ┏:smiley:┓ ┗:smiley:┛

kaniko icon kaniko

Build Container Images In Kubernetes

karpenter icon karpenter

Kubernetes Node Autoscaling: built for flexibility, performance, and scalability. https://karpenter.sh

kb icon kb

Gitbook Knowledge Base Website

keda icon keda

KEDA is a Kubernetes-based Event Driven Autoscaling component. It provides event driven scale for any container running in Kubernetes

keptn icon keptn

Cloud-native application life-cycle orchestration. Keptn automates your SLO-driven multi-stage delivery and operations & remediation of your applications.

keras-ncp icon keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

kubevela icon kubevela

A Highly Extensible Platform Engine based on Kubernetes and Open Application Model.

locust icon locust

Scalable user load testing tool written in Python

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

manim icon manim

A community-maintained Python framework for creating mathematical animations.

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

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