A Bilingual LLM-Based Platform for Job Search and Career Guidance: NaukariCraft

Shruti Sharma^1,*, Satvik Bhardwaj¹, Sonakshi Vij¹, Gopal Chaudhary¹

¹School of Engineering & Technology, Vivekananda Institute of Professional Studies - Technical Campus, AU- Block (Outer Ring Road) Pitampura, Delhi - 110034, India

Emails: 05217711621_ml@vips.edu; 01417711621_ml@vips.edu; sonakshi.vij92@gmail.com; gopal@vips.edu

Abstract

Finding jobs in today’s world is similar to finding a needle in the haystack. The modern job-search platforms present a language barrier for native-speakers and inexperienced candidates, making it difficult for them to compete in the job search race. NaukariCraft, a bilingual (Hindi & English) job search platform makes it easy for users to look for jobs, gain industrial insights, save time by finding relevant jobs tailored to skills and resume, building ATS friendly resume, and ATS score analyzer. NaukariCraft provides full guidance to novel applicants helping them find direction towards jobs tailored to their resume. Using advanced technology like Large Language Model (LLMs) and agents, NaukariCraft enhances user experience, improves employability through resume analysis, and reduces application fatigue. This paper outlines the methodology, proposed work, result, conclusion and future development avenues for NaukariCraft.

Keywords: Bilingual; LLM; Agents; Job search; Employment; Resume