Concept:
Different prepositions are used for different time expressions.
Explanation:
The preposition \textit{on} is used with specific days and dates (e.g., on Monday, on 5th June). Since Saturday is a specific day, the correct sentence is “I will complete all my assignments on Saturday.” Other options do not fit standard usage.