The problem InterviewAssist solves

The InterviewAssist bot is a computer program designed to conduct interviews with job candidates. The bot can be integrated into a company's recruitment process to automate the initial screening of candidates. The bot can ask pre-determined questions, evaluate the answers, and provide a score or recommendation to the hiring team. The bot can be programmed to assess candidates based on specific qualifications and experience, and can also be configured to detect and flag certain keywords or phrases in the responses. Additionally, the bot can be designed to simulate a natural conversation and provide a more engaging and personalized experience for the candidate. The project would involve gathering the requirements for the bot, designing the interview questions and evaluation criteria, developing the bot using natural language processing and machine learning techniques, and testing the bot before deployment,Adding more to the bag the bot also provides a detailed result of the preparation.

Challenges I ran into

Integrating the corpus,in simple words i am using excel files to store the data and assigning four different files to a single variable in crude python programming was a very substantial task.
Using FuzzyWuzzy brought me to a problem that the acceptance of the sentence ending was compromised,in simple words if a sentence ending ending with a fullstop was being read in the word itself.