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 |
| huayezhan@protonmail.com | |
| Location | GTA(Greater Toronto Area), Canada |
Certifications
- AWS Certified Machine Learning Engineer – Associate
- TTC Hackathon:The Third Place
Skills
- Proficiency with Python, SQL, and utilizing SQL in data solutions.
- Familiarity with MLOps practices, version control, and CI/CD pipelines for machine learning.
- Experience with cloud computing services:(Microsoft Azure:ADF, Azure Databricks) and AWS.
- Familiarity with deploying ML models:Regression, Times Series Forecasting, NLP, Classification, Clustering, Dimensionality reduction, etc.
- Experience with popular ML/DL frameworks:TensorFlow, PyTorch, Scikit-Learn, Huggingface.
- Familiarity with scalable distributed computing frameworks:Pyspark.
- Experience with Data visualization tools:Power BI.
- Strong problem-solving skills and the ability to work on complex projects independently or collaboratively.
Key Areas of Expertise
- 7+ years of experience in Python, Linux environments.
- 5+ years of expertise in ROS software development.
- 5+ years of experience in Machine Learning and Cloud Data solutions.
- 2+ years of project experience with BERT, DistilBERT, MobileBERT, TinyBERT, T5, ViT.
- 2+ years of hands-on experience with Generative AI, LLM, Vector Database, Lora/QLora, Finetuning framework.
Education
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2024 - 2025 Artificial Intelligence - Software Engineer Technology (Fast-track)
Centennial College, Toronto, Canada - Data Scientist and Machine Learning Engineer
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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
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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
- Deep learning and machine learning with ROS