Biography
Full Name | Zhiqiang Liao |
Email | zhiqiang.liao@aalto.fi |
Languages | Chinese, English |
Education
-
2021 - present
Doctoral Candidate
Aalto University, Finland
- Doctoral Candidate in Management Science.
- School of Business, Department of Information and Service Management.
- Supervisors
- Timo Kuosmanen
- Pekka Malo
-
2018
Master
Sichuan University, China
- M.S. in Industrial Engineering
- School of Business
Open Source Projects
-
2023-now
- A Python package that provides functions for convex regression.
-
2023-now
- A Python package that provides functions for stochastic frontier analysis.
-
2021-now
- A Python package that provides functions for nonparametric regression.
Teaching
-
2023
Data science for business II
Aalto University, Finland
- Introduction to Data Science (Master's level)
- Responsibilities
- Assisting in the development of course materials.
- Giving lectures on the introduction to convex regression.
- Designing the assignments on CNN.
- Recorded tutorial sessions.
- Grading assignments and exams.
-
2022
Econometrics
Aalto University, Finland
- Introduction to Econometrics (Bachelor's level)
- Responsibilities
- Assisting in the development of course materials.
- Live tutorial sessions.
- Grading assignments.
-
2022
Master thesis seminar
Aalto University, Finland
- Master thesis seminar (Master's level)
- Responsibilities
- Assisting the department with the organization of the seminar.
- Designing the syllabus.
- Developing the course homepage.
Honors and Awards
-
2024
- 2024 ICBEM Best Student Paper Award
-
2023
- Aalto University Quality Paper Award
-
2018
- Sichuan University Full Scholarship
Research Interests
-
Methodology.
- Convex regression.
- Machine learning.
- Optimization.
-
Application.
- Eletricity distribution networks regulation.
- Production efficiency analysis.
- Decision making.
Other Interests
- Hobbies: Ping-pong, Badminton, Biking, Cooking, Hiking, Rock and roll.