11. Python programming:
Score: 4
Qualitative Assessment: Needs Improvement
Description: Jyoti mentioned a project using Python but did not demonstrate a strong understanding of the language.

12. Object-Oriented Programming/OOP:
Score: 4
Qualitative Assessment: Needs Improvement
Description: Jyoti provided a basic explanation of OOP but did not show advanced knowledge or application.

13. Web development frameworks (Flask/Django):
Score: 4
Qualitative Assessment: Needs Improvement
Description: Jyoti mentioned using Flask briefly but did not demonstrate significant experience with web development frameworks.

14. Software Development Life Cycle/SDLC:
Score: 4
Qualitative Assessment: Needs Improvement
Description: Jyoti's description of her role in the SDLC was vague and lacked specifics.

15. Code review and optimization:
Score: 4
Qualitative Assessment: Needs Improvement
Description: Jyoti discussed code optimization but did not provide a clear example of how she has improved code performance.