Linlin Li

Linlin Li

First-year Ph.D. student

McGill University

Biography

I am a first-year Ph.D. student in Learning Sciences at McGill University, supervised by Dr. Maria Cutumisu in the Assessment of Learning and Transfer (ALERT) Lab. I completed my Bachelor’s degree in Software Engineering at Qingdao University, China, where I later worked as a full-time university counselor at Student Affairs Department for two years. I then earned a Master’s degree in Education under the supervision of Dr. Xinghua Wang, also at Qingdao University.

My doctoral research lies at the intersection of educational psychology and computer science, with a focus on leveraging recent advances in machine learning and educational data mining to enhance computational thinking and promote deeper learning outcomes. I am also interested in examining the effects of generative AI on education, particularly in the area of AI-driven personalized feedback. The overarching goal of my research is to advance machine learning methods in educational research and to positively impact teaching, learning, and assessment across diverse educational contexts.

Interests
  • AI for Computational Thinking
  • Machine Learning/Educational Data Mining
Education
  • Ph.D. in Learning Sciences, 2025–present

    McGill University

  • MA in Education (Thesis-based), 2022–2025

    Qingdao University

  • BEng in Software Engineering, 2016–2020

    Qingdao University

Experience

 
 
 
 
 
University Counsellor (full-time)
Qingdao University
July 2020 – July 2022 China

Responsibilities include:

  • Managed 237 students, offering counseling services tailored to their needs.
  • Taught a College Students’ Career Planning course for 64 students.
  • Co-led student mental health projects, conducting data collection, analysis, and report writing for surveys (e.g., Symptom Checklist-90, Minnesota Multiphasic Personality Inventory).

Accomplish­ments

Natural Language Toolkit (NLTK), Text Mining.
See certificate
Machine Learning (ML) Algorithms, Scikit-Learn.
See certificate
Python Programming, Numpy, Pandas, Data Cleansing.
See certificate

Projects

Contact