Wang Han
Sydney
Summary
Dynamic intern at Shanghai Schneider, adept in machine learning and algorithm optimization. Successfully enhanced recommendation systems through collaboration and problem-solving. Proficient in Python and data analysis, with a proven ability to improve model accuracy and efficiency. A quick learner who thrives in team environments, driving impactful results with large-scale data sets.
Overview
1
1
Certification
Work History
Intern
Shanghai Schneider
09.2024 - 02.2025
- Worked in the algorithm team, focusing on machine learning.
- Assisted in developing and optimizing recommendation systems.
- Participated in the end-to-end process, from data collection and preprocessing to model training and evaluation.
- Collaborated with engineers to integrate algorithms into production systems and ensure their scalability and efficiency.
- Utilized tools such as Python, TensorFlow, PyTorch, Scikit-learn, SQL to implement algorithms and perform data analysis.
- Conducted experiments to validate model performance, improving the overall accuracy and efficiency of specific application.
- Gained experience working with large-scale data sets and applying advanced machine learning techniques to solve real-world problems.
Education
Master of Science - Computer Science
University of New South Wales
Sydney, NSW05-2026
Bachelor of Science - Computer Science
Dalian Maritime University
Dalian, China08-2023
Skills
- Teamwork and collaboration
- Quick learner
- Fast learner
- Problem-solving
Accomplishments
- Collaborated with team of KK in the development of specific task.
- Documented and resolved inefficiencies in data preprocessing or model accuracy issues which led to higher model accuracy.
- Used Microsoft Excel to develop inventory tracking spreadsheets.
- Achieved improved prediction accuracy by 15% through effectively helping with data cleaning.
- Achieved reduced processing time by 20% by introducing TensorFlow for algorithm optimization tasks.
- Resolved product issue through consumer testing.
- Achieved optimized model performance by completing algorithm fine-tuning, model evaluation with accuracy and efficiency.
Certification
- Lean Manufacturing Credential – SME.
- Certified Manager (CM) - Institute of Certified Professional Managers.
Languages
English
Professional Working
Chinese
Native or Bilingual
Timeline
Intern
Shanghai Schneider
09.2024 - 02.2025
Master of Science - Computer Science
University of New South Wales
Bachelor of Science - Computer Science
Dalian Maritime University
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