AI-Powered Resume Generation: A Streamlit-Based  System Using PyTorch for Intelligent Career Profiling

Aditi Meshram; Dr. Manisha P. Mali

AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling

May 2025

Vol-11, Issue-3

Paper ID: 26469

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Automated Resume Tool AI-Driven Profiling PyTorch Streamlit Career Support System NLP Local Processing Professional Skills Generator.

Abstract

Creating a resume that effectively represents one’s skills and experience is a crucial step for anyone seeking employment or career advancement. This study presents a novel system that automates resume content generation using artificial intelligence techniques. The tool is developed with PyTorch for model building and Streamlit for the user interface, enabling dynamic and personalized content creation. Users can input basic details, and the system intelligently composes professional summaries and skillsets, offering them in a downloadable PDF format. Unlike conventional solutions that depend on external services, this application processes all data locally, thus maintaining user privacy. This research illustrates how lightweight AI models can empower individuals with limited technical expertise to produce high-quality resumes effortlessly.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Aditi Meshram	Vishwakarma Institute of Information Technology
2	Dr. Manisha P. Mali	Vishwakarma Institute of Information Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Meshram, Aditi & Mali, Dr. Manisha P. (2025). AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling. International Journal of Advance Research and Innovative Ideas In Education, 11(3), 333-341.

MLA Style

Meshram, Aditi, and Dr. Manisha P. Mali. "AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 3, 2025, pp. 333-341.

IEEE Style

Aditi Meshram and Dr. Manisha P. Mali, "AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 3, pp. 333-341, 2025.

Vancouver Style

Meshram Aditi, Mali Dr. Manisha P.. AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(3):333-341.

Harvard Style

Meshram, Aditi & Mali, Dr. Manisha P. (2025) 'AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling', International Journal of Advance Research and Innovative Ideas In Education, 11(3), pp. 333-341.

Chicago Style

Meshram, Aditi and Dr. Manisha P. Mali. "AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling." International Journal of Advance Research and Innovative Ideas In Education 11, no. 3 (2025): 333-341.

Turabian Style

Meshram, Aditi and Dr. Manisha P. Mali. "AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling." International Journal of Advance Research and Innovative Ideas In Education 11, no. 3 (2025): 333-341.