SURF Mentoring
Potential projects/topics: This semester, I have a student creating an AI tutor specialized with my coursework. The SURF project would be to tweak and evaluate this tutor. This would involve a small amount of Python programming, lots of experimentation with various Generative AI models (Gemini, ChatGPT, etc.), record keeping of the results in a spreadsheet, and some simple statistical analysis. More specifically, the much of the tweaking would involve changing the "temperature" parameter and the textual instructions given to the tutor via prompt engineering.
Potential skills gained: Understanding how to use more sophisticated features of Generative AI models. Some Python experience calling external APIs. Calculating statistics in a spreadsheet.
Required qualifications:
- Required skills: Some use of Excel or Sheets. Some basic knowledge of statistics (mean, variance, distribution). The ability to generate some ideas for the prompt engineering experimentation on their own.
- Preferred course completions: Some Python programming experience comparable to COMP 140.
Direct mentor: Faculty/P.I.
