Create a good strategy to allocate assets to get the highest annual percentage yield (APY)

We are looking for an data structure and algorithm expert or an asset allocation expert who can help us optimize the allocation of our total assets to achieve the highest Annual Percentage Yield (APY). The ideal candidate must have a strong understanding of investment strategies or have a strong understanding of data structure and algorithm. You should also have programing skills but no need to be an expert.
The problem and the related code is given in : https://docs.google.com/document/d/13wROhffSHz2Uc48l0xn8m6zFa8CgsiiBpeFjREn6EbA/edit?usp=sharing
The time processing for this task is less than 20 millisecond

Resource:
+ CPU Server with RAM upto 1T, Storage 1T, 64 cores
+ GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU


Skills required:
- Strong knowledge of investment strategies
- Analytical skills
- Programing skills
- Data structure and algorithm skills