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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
ASPIRA - Personalized AI Career Coach for Skills & Job Readiness
Authors
Shwati Narayan, Aditi Kumari, Shivani Kumari, Sonam Kumari, Azhar Ahmad Khan
Keywords
Career Guidance, Resume Parsing, Skill Gap Analysis, ATS Optimization, MERN Stack, Job Recommendation System, Employability Enhancement, API Integration, Job Market Analytics.
Abstract
The complexity of career decision-making has increased as job roles evolve and digital recruitment systems become more widely adopted. Job seekers often struggle to match their skills with market expectations and generate resumes that align with Applicant Tracking System (ATS) requirements. ASPIRA is proposed as an intelligent career guidance platform that supports applicants through automated resume parsing, rule-based skill extraction, skill-gap identification, and job-role alignment using real-time job market data. The system is developed using a MERN stack architecture and integrates external job data APIs to recommend suitable career roles and upskilling paths. Preliminary evaluation shows improvements in resume-job relevance and application accuracy when compared to traditional keyword-based job search approaches, indicating the platform's potential to enhance employability and support informed career planning
IJCRT's Publication Details
Unique Identification Number - IJCRT2601004
Paper ID - 299505
Page Number(s) - a23-a29
Pubished in - Volume 14 | Issue 1 | January 2026
DOI (Digital Object Identifier) - https://doi.org/10.56975/ijcrt.v14i1.299505
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shwati Narayan, Aditi Kumari, Shivani Kumari, Sonam Kumari, Azhar Ahmad Khan, "ASPIRA - Personalized AI Career Coach for Skills & Job Readiness", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 1, pp.a23-a29, January 2026, Available at :http://www.ijcrt.org/papers/IJCRT2601004.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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