 |
International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
|
Issue: December 2025
Volume 10 | Issue 12
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19463
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
Total Countries : 145
Indexing Partner
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | FitZen: AI-based Fitness and Wellbeing Application |
| Authors Name: | Shivom Hatalkar , Aditya Apte , Praharsh Shinde , Chaitanya Barapatre , Priyanka Bhoir |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_202352
|
| Published Paper Id: | IJRTI2504203 |
| Published In: | Volume 10 Issue 4, April-2025 |
| DOI: | |
| Abstract: | FitZen is an AI-driven web application designed to promote holistic fitness and well-being through a multi-faceted approach. It encompasses four core sections: Mental Health, Workout Recommendations, Diet Planning, and Yoga Guidance. At its heart lies Elixir-Health-Llama3B, a fine-tuned LLM chatbot based on Llama-3.2-3B-Instruct, which provides empathetic mental health support and personalized fitness-related guidance. The application integrates advanced natural language processing, rule-based filtering, and dynamic recommendation systems. Leveraging the capabilities of the LLM alongside a robust database stored on Supabase, FitZen offers personalized workout routines, tailored diet plans, and curated yoga asanas. This paper outlines the design, methodology, technical infrastructure, and evaluation metrics used to deliver an intelligent, user-centric health platform. FitZen also offers a future-ready architecture to support additional features such as fitness tracking, meditation, and reward-based engagement strategies. |
| Keywords: | Holistic Fitness, AI Chatbot, LLM Fine-Tuning, Personalized Recommendations, Mental Health, Conversational AI, Llama-3, PEFT - LoRA |
| Cite Article: | "FitZen: AI-based Fitness and Wellbeing Application", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 4, page no.b824-b829, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504203.pdf |
| Downloads: | 000323 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI2504203
Registration ID:202352
Published In: Volume 10 Issue 4, April-2025
DOI (Digital Object Identifier):
Page No: b824-b829 Country: Vasai, Mumbai, Maharashtra, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2504203 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2504203 |
| Share Article: | |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijrti.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
| Providing A digital object identifier by DOI.ONE How to Get DOI? |
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Join RMS/Earn 300
WhatsApp
Click Here
Click Here
Indexing Partner |
|||
| Copyright © 2025 - All Rights Reserved - IJRTI | |||