CV

(Click on the PDF symbol on the right-hand side for a detailed one.)

General Information

Full Name Huaye Zhan
Label Data Engineer | ML Engineer | ROS Software Engineer
Date of Birth 15th August 1997
Languages English, Hakka (native), Mandarin (native), Teochew(native), Cantonese
Email huayezhan@protonmail.com
Location GTA(Greater Toronto Area), Canada

Education

  • 2024 - 2025
    Artificial Intelligence - Software Engineer Technology (Fast-track)
    Centennial College, Toronto, Canada
    • Data Scientist and Machine Learning Engineer
  • 2015 - 2019
    Bachelor degree in Mechanical Engineering, Robotics and Automation
    Guangdong University of Technology, Guangzhou, China
    • Thesis: Human Pose Estimation Based on Deep Learning
    • Supervisor: Dr. Juan Rojas

Working Experience

  • 2019 - 2023
    ROS Software Engineer and Data Scientist
    ZMROBO
    • Develop ROS Self-driving Car
    • Design Curriculum of ROS
    • Data analysis on business marketing of educational robots

Skills

  • Proficiency with Python, SQL, and utilizing SQL in data solutions.
  • Proficiency in DevOps practices and tools:CI/CD pipelines, GitLab.
  • Experience with cloud computing services:(Microsoft Azure:ADF, Azure Databricks) and (AWS:EMR, Athena).
  • Familiarity with deploying ML models:Regression, Times Series Forecasting, NLP, Classification, Clustering, Dimensionality reduction, etc.
  • Experience with popular machine learning frameworks:TensorFlow, PyTorch, Scikit-Learn.
  • Familiarity with Pyspark, Airflow, Hadoop.
  • Experience with Data visualization tools:Power BI and Tableau.
  • Experience with Microsoft SSRS and SSIS.