SkillSageAI: An AI-Powered Platform for Student Career Readiness

Sai Phaneendra Varma*
Sri Vasavi Engineering College, Andhra Pradesh, India.
Periodicity:October - December'2025
DOI : https://doi.org/10.26634/jse.20.2.22689

Abstract

SkillSageAI is an AI-powered platform developed to enhance student career readiness by integrating virtual interview simulation, resume intelligence, and personalized learning assistance into a single comprehensive system. The platform addresses a key challenge faced by students today—bridging the gap between academic learning and industry expectations—by offering adaptive, real-time skill development tools. The Virtual Interview Bot dynamically adjusts to various subjects, difficulty levels, and time durations, enabling students to practice domain-specific interviews. Using Natural Language Processing (NLP), Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG), the system analyses user responses, compares them with ideal reference answers from trusted sources, and provides detailed, actionable feedback for continuous improvement.

The Resume Intelligence module processes uploaded resumes using machine learning algorithms to extract skills, academic qualifications, and experience. It evaluates their relevance to specific job roles or academic requirements and recommends enhancements to improve clarity, structure, and alignment with industry standards. Together, these features offer a seamless and personalized development experience. The platform's multi-functional architecture effectively supports both academic and professional growth, empowering students with intelligent, data-driven tools to strengthen confidence, enhance communication, and improve job or academic preparedness. Overall, SkillSageAI provides a robust AI-driven solution for developing well-rounded, industry-ready graduates.

Keywords

AI - Artificial Intelligence, NLP - Natural Language Processing, RAG – Retrieval-Augmented Generation, LLM - Large Language Model, ATS - Applicant Tracking System.

How to Cite this Article?

Varma, S. P. (2025). SkillSageAI: An AI-Powered Platform for Student Career Readiness. i-manager’s Journal on Software Engineering, 20(2), 11-19. https://doi.org/10.26634/jse.20.2.22689

References

If you have access to this article please login to view the article or kindly login to purchase the article

Purchase Instant Access

Single Article

North Americas,UK,
Middle East,Europe
India Rest of world
USD EUR INR USD-ROW
Pdf 35 35 200 20
Online 15 15 200 15
Pdf & Online 35 35 400 25

Options for accessing this content:
  • If you would like institutional access to this content, please recommend the title to your librarian.
    Library Recommendation Form
  • If you already have i-manager's user account: Login above and proceed to purchase the article.
  • New Users: Please register, then proceed to purchase the article.