2023 — 2025
Master of Philosophy, Computer Science and Engineering
UNSW Sydney
Machine Learning-Based Data Structures · Thesis: Deep Skyline Community Search
Completed 24 July 2025 · Conferred 28 August 2025
Resume
A concise record of the work.
Research, engineering, teaching, and product development — presented without public personal contact details beyond email.
Education
Academic background
2019 — 2021
Bachelor of Science
UNSW Sydney
Computer Science · Database Systems
Completed 16 December 2021 · Conferred 31 January 2022
Experience
Professional experience
Dec 2023 — Sep 2024
Frontend Software Engineer
Shook Cafe
Built a WeChat mini-program for event publishing, registration, role-based operations, export workflows, and platform content-safety checks; deployed supporting services on AWS EC2.
Sep 2023 — Mar 2024
Teaching Assistant / Tutor · COMP9311 Database Systems
UNSW CSE
Delivered postgraduate tutorials covering relational design, SQL, transactions, indexing, and query optimization; assessed coursework and supported students through forums.
Aug 2021 — Jan 2022
General Software Engineer Intern
Huawei Hangzhou Research Institute
Ran and debugged Spark SQL workloads, used Spark UI and YARN to diagnose data skew, OOM, shuffle, executor, CPU, and memory bottlenecks, and analyzed execution plans and resource configuration.
Publications
Peer-reviewed work
EDBT 2025 · CCF-B
Deep Skyline Community Search
Minglang Xie, Jianye Yang, Wenjie Zhang, Shiyu Yang, Xuemin Lin
Energy · SCI TOP journal
Assessing Solar-to-PV Power Conversion Models: Physical, ML, and Hybrid Approaches Across Diverse Scales
Caixia Li, Yuanyuan Xu, Minglang Xie, Pengfei Zhang, Bohan Zhang, Bo Xiao, Sujun Zhang, Wenjie Zhang, Xiaojing Hao
Skills
Tools and systems
Programming
PythonTypeScriptJavaScriptC / C++JavaSQL
Frontend
ReactNext.jsTailwind CSSWeChat Mini Program
Backend
FastAPIREST APIsNode.jsPostgreSQLSupabase
AI / ML
PyTorchTensorFlowscikit-learnGNNTransformerRNNLSTM
Data Systems
Spark SQLHadoopHDFSYARNDatabase SystemsInformation Retrieval
DevOps
LinuxGitDockerNginxPM2Tencent CloudAWS EC2