Qilei Zhang

Lecturer (Equivalent to Asst. Prof. Rank in USA) in Central Queensland University, Australia. Interested in data science, machine learning, transportation and aviation.

My Skillset

Programming

Python, R, MATLAB, Bash, Pascal

Data & Cloud

SQL, NoSQL (MongoDB), Git, Google Cloud Platform, Azure Databricks, CentOS

ML Packages

PyTorch, sklearn, pandas, SciPy, Gurobi

Web Dev

HTML, CSS, Vue.js, bootstrap, SharePoint

Visualization

Tableau, Matplotlib, Seaborn, SketchUp

Office Work

LaTeX, Markdown, Office Suite (Excel, Word, PowerPoint), iWork (Keynote, Numbers), G-suite, Asana

Media

Photoshop, iMovie

Profession

Flight Dispatcher (training certified)

Language

English, Mandarin, French

Representative Coursework

Programming Skills

  • CS 578 Statistical Machine Learning Notes A+ PU
  • ECE 695 Deep Learning Assignment A+ PU
  • CS 50023 Data Engineering A+PU
  • CGT 575 Data Visualization Tools and Applications A+PU

Math & Statistics

  • STAT 512 Applied Regression Analysis A+PU
  • MA 511 Linear Algebra with Applications A+PU
  • CEE 262 Analysis of Transportation Data AUCB
  • CEE 264 Behavioral Modeling AUCB

Management & Leadership

  • AT 550 Critical Systems Thinking APU
  • MET 527 Tech from Global Perspective APU
  • ENG 270C Team & Project Management AUCB
  • ENG 270K High Performance Teams AUCB

Substantive Expertise

  • AT 547 Airline Revenue Management APU
  • CE 252 Systems Analysis in Transportation (Microeconomics) AUCB
  • CE 260 Air Transportation AUCB
  • CE 257 Sustainable Aviation AUCB

Purdue University (PU), University of California, Berkeley (UCB)