Approximately 30 000 parallel Kinyarwanda-English sentences will be provided for data cleaning.

The objective of this challenge is to create a script that will clean Kinyarwanda-English parallel sentences.

You are encouraged to use a rules-based approach along with machine learning if you think it is applicable. Remember to consider your script’s efficiency and memory usage during execution.