The correct sentence is:
In the fall, Phan wants to go to college in the Northwest.
In this sentence, "fall" is not capitalized because it is not a proper noun. "college" is also not capitalized as it is a common noun in this context. However, "Northwest" is capitalized as it refers to a specific region.