CloudOps & DevOps | AI Enthusiast exploring ML, LLM, Agent & Skill best practices
Hi, I'm George Zhu. I graduated from Kyushu University in Japan with a master's degree in engineering.
I have extensive experience in the software development industry, from data science to DevOps and CloudOps.
I am currently working as a CloudOps engineer, managing infrastructure on Alibaba Cloud and GCP.
Previously, I worked as a DevOps engineer building data platforms on AWS to support data analysts.
I am also an AI enthusiast, continuously exploring best practices in traditional machine learning, LLM, Agent, and Skill development.
My international background (study abroad and work experience in Japan) has given me strong views on cooperation between international teams.
Present
CloudOps on Alibaba Cloud and GCP, managing cloud infrastructure and operations
Built data platforms on AWS for data analysts, providing infrastructure and platform support
Japan
Provided data-driven solutions at a consulting company in Japan
Japan
Software development in the industry with international team collaboration
Kyushu University, Japan
Master's degree in engineering
Used deep learning technology (VAE, VGG16) to realize anomaly detection in factory environments. Achieved 98% accuracy with supervised learning after 60% accuracy with unsupervised methods.
Tools: Python3, Keras, GCP, Matplotlib, Pandas, Flask, Kafka, OpenCV
Used machine learning methods to predict the amount of purifier input. Used linear regression, decision tree, clustering for feature extraction.
Tools: Python3, Matplotlib, Pandas, Scikit-learn, Jupyter Notebook, Git, Docker
Designed a knowledge database system using graph database (Neo4j) with NLP for topic modeling and automatic Cypher query generation.
Tools: Python3, Neo4j, WordNet, Gensim, Cabocha
Built a system for customer behavior analysis using Neo4j on AWS EC2, integrating customer data with third-party data sources.
Tools: Python3, Pandas, Apache Spark, Docker, AWS
Developed a smart meter management system for electricity companies with remote operations, working onsite with Mitsubishi's engineers.
Tools: Java, Struts, Spring, Hibernate, JPA, dHtmlx, JQuery, Oracle, VoltDB, Javascript
Led a team of 3-4 members as BSE, communicating with Japanese development team, carrying out detailed design, coding, testing and review.
Tools: Java, Struts, Spring, Hibernate, iBatis, Oracle, JQuery, PowerCenter