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Title: :  AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career Profiling
PaperId: :  26469
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 3 2025
DUI:    16.0415/IJARIIE-26469
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Aditi MeshramVishwakarma Institute of Information Technology
Dr. Manisha P. MaliVishwakarma Institute of Information Technology

Abstract

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

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IJARIIE 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 Volume 11 Issue 3 2025 Page 333-341
MLA 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 11.3(2025) : 333-341.
APA Aditi Meshram, & Dr. Manisha P. Mali. (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.
Chicago 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 11, no. 3 (2025) : 333-341.
Oxford 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, 2025, p. 333-341. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AI_Powered_Resume_Generation__A_Streamlit_Based__System_Using_PyTorch_for_Intelligent_Career_Profiling_ijariie26469.pdf (Accessed : ).
Harvard Aditi Meshram, and Dr. Manisha P. Mali. (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. 333-341IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AI_Powered_Resume_Generation__A_Streamlit_Based__System_Using_PyTorch_for_Intelligent_Career_Profiling_ijariie26469.pdf (Accessed : )
IEEE 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, May-Jun 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/AI_Powered_Resume_Generation__A_Streamlit_Based__System_Using_PyTorch_for_Intelligent_Career_Profiling_ijariie26469.pdf [Accessed : ].
Turabian 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 [Online]. volume 11 number 3 ().
Vancouver 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 [Internet]. 2025 [Cited : ]; 11(3) : 333-341. Available from: https://ijariie.com/AdminUploadPdf/AI_Powered_Resume_Generation__A_Streamlit_Based__System_Using_PyTorch_for_Intelligent_Career_Profiling_ijariie26469.pdf
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