Zhihao Qiao
Brisbane,QLD
Summary
an early career mathematician and data scientist with expertise in stochastic modelling and applied mathematics, particularly in risk analysis and competing risks. With broad expertise includes data modeling, machine learning, deep learning, and optimizations with real-life applications. In addition to academic experience, I possess strong coding skills in Matlab, Python, R, Julia and familiar with AWS.
Overview
1
1
year of professional experience
Work History
Mathematics Tutor
The University of Queensland
- Tutoring statistics/mathematics courses at all undergraduate levels and some post-graduate levels including probability theory and stochastic processes.
- Worked with students in classrooms or home environments to provide educational support.
- Created and shared math resources and materials to boost student comprehension.
Junior Data Scientist
Fugro
08.2023 - Current
- Apply machine learning techniques to classify pointcloud data
- Applied statistical and algebraic techniques to interpret key points from gathered data.
- Leveraged mathematical techniques to develop engineering and scientific solutions.
- Modeled predictions with feature selection algorithms.
- Devised and deployed predictive models using machine learning algorithms to drive business decisions.
- Compiled, cleaned and manipulated data for proper handling.
Education
Ph.D. - Mathematics
The University of Queensland
Brisbane, QLD03.2024
Bachelor of Advanced Science (Honours) - Mathematics and Physics
The Australian National University
Canberra10.2016
Skills
- Machine Learning
- Python Programming
- Julia Programming
- R Programming
- AWS
Personal Information
Title: Data Scientist & Applied Mathematician
Awards
- Outstanding academic performance, The Australian National University, Achieving 7/7 GPA in the 2016 academic year.
- Research Tranning Program Tuition Fee Offset, The University of Queensland
- Research Training Program Stipend, The University of Queensland
Publications
List of publications, Co-authored multiple peer-review journal articles and conference papers. Contributions including theoretical work derivation and computation experiment design/coding., https://scholar.google.com/citations?user=d8Lpf4YAAAAJ&hl=en
References
- Dr Megan Dawson, Manager
- Associate Prof Yoni Nazarathy, Supervisor
Timeline
Junior Data Scientist
Fugro
08.2023 - Current
Mathematics Tutor
The University of Queensland
Ph.D. - Mathematics
The University of Queensland
Bachelor of Advanced Science (Honours) - Mathematics and Physics
The Australian National University
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