Budget Analysis and Smart Job Recommendation

Managing finances and securing part-time jobs is a daunting task for international students studying abroad. This paper introduces novel EduVoyage AI framework, which bundles budget analysis and intelligent job recommendation into one solution for smooth financial planning and efficient job matching. The system leverages Google Gemini AI in generating realistic country-based estimates of budgets by weighing in factors such as tuition fee, choice of accommodation, lifestyle, and course durations. Dynamically calculating tuition and living expenses, travel, and others enables the system to provide personalized financial insights to students wishing to pursue studies in various foreign countries. The job recommendation module will use Gemini AI to generate relevant part-time job opportunities based on local visa regulations, wages, and working hour restrictions. Salary ranges in local currencies are provided along with the working hours, requirements, and benefits of the jobs so that they are compliant with international student work policies. In cases where the job recommendations from AI become unavailable, fallback job listings will be provided to ensure that job recommendations continue to be generated. The whole framework is deployed as a cloud-hosted API, which corresponds to its real-time performance, scalability, and accessibility. The system operates on the MongoDB database for data persistence, with Express.js on the backend API and React for frontend interface-to-date interactive user experience. EduVoyage AI equips international students to make informed decisions on financial and employment matters through estimation of finances, wise job recommendation, and real-time insights. Benchmark evaluations indicate that the system reliably improves the accuracy of budget planning and expeditious search for jobs, ensuring better financial standing and career opportunities for students studying abroad.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-22
DOI
https://doi.org/10.5281/zenodo.15486539
Primary Topic
Diagnosis and treatment of tuberculosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Budget Analysis and Smart Job Recommendation

Zenodo (CERN European Organization for Nuclear Research)
Diagnosis and treatment of tuberculosis
article

Budget Analysis and Smart Job Recommendation

article en

Abstract

Managing finances and securing part-time jobs is a daunting task for international students studying abroad. This paper introduces novel EduVoyage AI framework, which bundles budget analysis and intelligent job recommendation into one solution for smooth financial planning and efficient job matching. The system leverages Google Gemini AI in generating realistic country-based estimates of budgets by weighing in factors such as tuition fee, choice of accommodation, lifestyle, and course durations. Dynamically calculating tuition and living expenses, travel, and others enables the system to provide personalized financial insights to students wishing to pursue studies in various foreign countries. The job recommendation module will use Gemini AI to generate relevant part-time job opportunities based on local visa regulations, wages, and working hour restrictions. Salary ranges in local currencies are provided along with the working hours, requirements, and benefits of the jobs so that they are compliant with international student work policies. In cases where the job recommendations from AI become unavailable, fallback job listings will be provided to ensure that job recommendations continue to be generated. The whole framework is deployed as a cloud-hosted API, which corresponds to its real-time performance, scalability, and accessibility. The system operates on the MongoDB database for data persistence, with Express.js on the backend API and React for frontend interface-to-date interactive user experience. EduVoyage AI equips international students to make informed decisions on financial and employment matters through estimation of finances, wise job recommendation, and real-time insights. Benchmark evaluations indicate that the system reliably improves the accuracy of budget planning and expeditious search for jobs, ensuring better financial standing and career opportunities for students studying abroad.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 36%
Diagnosis and treatment of tuberculosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.