Implementing QR Factorization & SVD Analysis

I'm seeking a skilled professional for a project centered around Householder QR factorization, analyzing sphinx moth energy consumption through linear least squares, and applying singular value decomposition (SVD) for low-rank approximation. The project entails the following tasks:

- Implementing QR factorization
- Analyzing biological data
- Applying SVD to binary matrices

The primary aim of this project is to deepen my understanding of these mathematical concepts. Therefore, clear explanations and teachable moments are highly valued.

The programming languages to be used are Python and MATLAB.

I anticipate needing the most support with the SVD application to binary matrices. Ideal candidates should have:

- Proficiency in Python and MATLAB
- Strong understanding of QR factorization and SVD
- Experience in analyzing biological data
- Patience and ability to explain complex concepts in a digestible manner