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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

aerospike-server icon aerospike-server

Aerospike Database Server – flash-optimized, in-memory, nosql database

alluxio icon alluxio

Alluxio, data orchestration for analytics and machine learning in the cloud

awesome-ml4co icon awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

basic-ui-for-gpt-j-6b-with-low-vram icon basic-ui-for-gpt-j-6b-with-low-vram

A repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.

bibliometrix icon bibliometrix

An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.

cadvisor icon cadvisor

Analyzes resource usage and performance characteristics of running containers.

citylearn icon citylearn

Official reinforcement learning environment for demand response and load shaping

cloud-conferences icon cloud-conferences

A collection of scientific and industry conferences focused on cloud computing.

cloudsim icon cloudsim

CloudSim: A Framework For Modeling And Simulation Of Cloud Computing Infrastructures And Services

cloudsim-plus icon cloudsim-plus

☕️🏗⛅️🎓 A modern, full-featured, easier-to-use, highly extensible, faster and more accurate Java 8+ Framework for Cloud Computing Simulation

crossplane icon crossplane

Manage any infrastructure your applications need directly from Kubernetes

cryptomator icon cryptomator

Multi-platform transparent client-side encryption of your files in the cloud

cyberduck icon cyberduck

Cyberduck is a libre FTP, SFTP, WebDAV, Amazon S3, Backblaze B2, Microsoft Azure & OneDrive and OpenStack Swift file transfer client for Mac and Windows.

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

docsy icon docsy

A set of Hugo doc templates for launching open source content.

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

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