This project was built out of a need to randomly generate Toastmasters schedules. Based on a list of users and roles, the application will generate the optimal schedule via the munkres algorithm. If the available users have not been assigned a particular role in the longest time of all available users, the algorithm will give greater precedence for that schedule assignment. However, the schedule will also keep in mind the capabilities of all users, as not all users can fulfill all assignments.

On startup, a landing page will determine if this is a new user or a returning one. If returning, upload the JSON database now.

After the initial page, the user can select one of four choices: New Schedule, Previous Sessions, Member Configuration, and Role Configuration.

The most important features are found on the New Schedule page. You can search from a list of your members to populate who has RSVP'd for the next Toastmasters session.

Once finished populating the available members, click on Generate Schedule to see the optimized schedule. At this point, the administrator can take several actions: Share the details via email; Save the temporary schedule to be loaded for later; or Complete the schedule and persist the arrangement into history. If none of these are preferable, the administrator can change around parameters to generate an entirely new schedule.

Another useful feature is the viewing of history. On the Previous Sessions tab, the administrator can see historical sessions persisted to the database.

• Strong security as no data is stored
• JSON data for persistence, easily manipulable
• Munkres' Hungarian Algorithm for optimized scheduling
• Lock ability to fix certain known assignments
• SSR from Next.js for speedy performance

• React
• Next
• Node

• configure members
• configure roles
• README for new members and roles!
• lock dropdown goes past page and necessitates scroll bar