The recruitment process often faces challenges such as ineffective resumes, unstructured candidate data, irrelevant job applications, and difficulty identifying suitable candidates. Job seekers may struggle to align their skills with relevant roles and prepare effectively for job-specific interviews, while recruiters spend significant time evaluating applicants. There is a need for an intelligent, centralized solution that improves candidate-job alignment and simplifies pre-hiring activities. TalentMatch AI addresses this through resume parsing, semantic job-role matching, CV creation, interview preparation, and automated candidate ranking, making recruitment more efficient for both job seekers and recruiters.