Zining Wang

About Me

I am a passionate Machine Learning Researcher and Data Scientist with experience in NLP, causal inference, and affective computing. I specialize in designing and building AI-driven solutions for real-world problems, focusing on human-centered AI and emotion recognition systems.

Experience

Machine Learning Researcher Intern

Honda Research Institute Japan Co., Ltd., Saitama, Japan (May 2023 – Dec 2023)

• Analyzed and preprocessed 160,000 rows of datasets on emotion recognition models.
• Developed NLP models for emotion classification with a 76% F1 score, improving prior results by 20%.
• Designed customized emotion labels to enhance social robot behavior and human-robot interactions.

Data Scientist Intern

Faculty of Medicine, University of British Columbia, Vancouver, BC (Jan 2022 – Mar 2023)

• Constructed knowledge graphs and streamlined online survey workflows, reducing daily tasks by 15%.
• Prepared actionable analysis reports to improve clinical survey designs.

Projects

• LLM-based Chatbot for Stress Detection and Regulation
• Estimating Treatment Effect with Deep Learning

Resume

Contact

Email: annie010814@gmail.com

LinkedIn: Annie Wang

GitHub: aw814