This paper is published in Volume-12, Issue-3, 2026
Area
Data Science
Author
Shreyash Shastrakar, Suvidha Gurnule, Suraj Naranje, Sakshi Bongirwar, Vansh Waghmare, Sushil Borkar, Prathamesh Wankhede, Dr. Ajay Jaiswal, Sachin Verma
Org/Univ
KDK College of Engineering, Maharashtra, India
Pub. Date
11 May, 2026
Paper ID
V12I3-1147
Publisher
Keywords
Educational Analytics, Interest Prediction, Data Visualization, Django, Personalized Learning, Parent Portal, AI Study Plan Generation, Gemini API.

Citationsacebook

IEEE
Shreyash Shastrakar, Suvidha Gurnule, Suraj Naranje, Sakshi Bongirwar, Vansh Waghmare, Sushil Borkar, Prathamesh Wankhede, Dr. Ajay Jaiswal, Sachin Verma. Udaan Path – Data visualization and Interest Prediction with AI integration, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Shreyash Shastrakar, Suvidha Gurnule, Suraj Naranje, Sakshi Bongirwar, Vansh Waghmare, Sushil Borkar, Prathamesh Wankhede, Dr. Ajay Jaiswal, Sachin Verma (2026). Udaan Path – Data visualization and Interest Prediction with AI integration. International Journal of Advance Research, Ideas and Innovations in Technology, 12(3) www.IJARIIT.com.

MLA
Shreyash Shastrakar, Suvidha Gurnule, Suraj Naranje, Sakshi Bongirwar, Vansh Waghmare, Sushil Borkar, Prathamesh Wankhede, Dr. Ajay Jaiswal, Sachin Verma. "Udaan Path – Data visualization and Interest Prediction with AI integration." International Journal of Advance Research, Ideas and Innovations in Technology 12.3 (2026). www.IJARIIT.com.

Abstract

Traditional student evaluation systems primarily focus on academic performance and often overlook individual interests, co-curricular involvement, and overall development. This paper presents UdaanPath, a Django-based educational data-driven web platform that uses the academic and non-academic performance data of students to make predictive calculations and provide career guidance for them using AI. We aim to give teachers and parents a tool that helps them to determine the best possible insights for a child. We implement the built-in administration panel of Django, which gives a dynamic manager tool to the school admin for administrative processes. We develop features like a personalised student dashboard, an AI-generated study plan for each student, a parent portal and career path suggestions in the project presented in this paper.