omarxadel/course-scheduling-problem ? reverse-engineered prompt

Build me a Python app that creates a class schedule for a set of courses, professors, and time slots using a genetic algorithm.

I want it to generate a timetable that avoids conflicts, like a professor being booked in two places at once, or two courses that should not overlap ending up in the same slot. The goal is to find a schedule with the fewest problems possible, and ideally no conflicts at all.

Keep it simple and easy to run from one main script. Include a clear way to define the courses, professors, and available time slots, then show the best schedule the algorithm finds after running. If it helps, add a small sample dataset so I can see it working right away. Also print or display the final timetable in a readable way, along with how good the result is.

If you need to check current Python or library docs online while building it, go ahead.