A leading talent acquisition firm sought to modernize recruitment by building an AI‑powered candidate information retrieval system. The company enables recruiters to search candidates using natural language and access accurate insights with direct resume links, processing over 6,000 resumes daily. As the business scaled, traditional search and filtering methods became inefficient and time‑consuming. The client aimed to develop an intelligent search engine capable of understanding job descriptions, retrieving relevant resumes from large data repositories, and delivering precise, contextual responses. Limited automation and growing data volumes made it difficult to ensure speed, accuracy, and relevance in candidate matching, impacting recruitment efficiency and decision quality.

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