The Chinese University of Hong Kong
B.Sc. in Mathematics
Curriculum Vitae
Shiqing Gao
Mathematics Undergraduate
Mathematics undergraduate at The Chinese University of Hong Kong, with interests across applied mathematics, computational imaging, inverse problems, statistical modeling, data science, scientific computing, and machine learning.
01
Education
02
Research Interests
Applied MathematicsComputational ImagingInverse ProblemsStatistical ModelingData ScienceScientific ComputingMachine Learning
03
Projects
Image Inverse Problems / Denoising MVP
- Built a small experimental pipeline for image denoising.
- Compared noisy images and Gaussian-filtered outputs.
- Evaluated performance using PSNR and SSIM.
- Conducted noise sensitivity and filter sigma sensitivity analysis.
Tools: Python, NumPy, scikit-image, pandas, matplotlib
TODO: link to GitHub repo
Mathematical Modeling Competition Practice
- Practiced problem formulation, assumption design, model construction, and result interpretation.
- Focused on translating open-ended problems into quantitative models.
Tools: Python, LaTeX, mathematical modeling
TODO: add competition/report details
Statistical Data Analysis Mini Project
- Performed descriptive statistics, visualization, and interpretation on structured datasets.
- Practiced statistical reasoning and communication.
Tools: Python, pandas, matplotlib, statistics
TODO: replace with a concrete dataset/project later
04
Technical Skills
Programming
Python, C++, TypeScript basics
Data / Scientific Computing
NumPy, pandas, matplotlib, scikit-image
Web
Astro, HTML, CSS, GitHub Pages or Vercel
Writing / Tools
LaTeX, Markdown, Git
05
Coursework
- Calculus
- Linear Algebra
- Probability
- Statistics
- Vector Calculus
- Mathematical Modeling
- TODO: add more exact course names later
06
Awards / Activities
- TODO: Add mathematical modeling competitions, student clubs, or academic activities later.