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@article{187208,
        author = {Urvi Dubey and Sudhanshu Raghorte and Sarthak Joshi and Sourabh Chouhan and Urvashi Sharma and Leeladhar Chourasiya and Kamal Kumar Sethi},
        title = {Smart Freelance Job Aggregator},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {12},
        number = {6},
        pages = {3893-3901},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=187208},
        abstract = {Freelancing has become a dominant employment model in the digital economy, with millions of professionals offering skills across domains such as IT, design, writing, and marketing. However, the freelance ecosystem faces major challenges, including fragmentation of platforms, lack of trust, high service fees, and inefficient job–freelancer matching. This project proposes a Smart Freelance Job Aggregator powered by Artificial Intelligence (AI) and Machine Learning (ML), designed to unify multiple freelance platforms into a single intelligent system. The aggregator collects jobs from various sources, filters them using NLP-based job classification, and recommends the most relevant opportunities to freelancers. Clients can access a pool of verified talent, while freelancers benefit from transparent bidding, fair pricing, and personalized job suggestions. The platform integrates a secure payment system with escrow protection, multilingual support for global inclusion, and blockchain-enabled identity verification to ensure trust. A robust technology stack is employed, including Flutter for cross-platform mobile applications, Spring Boot and Express.js for backend services, MongoDB/MySQL for data management, and TensorFlow/Keras for AI-based recommendation and skill–job matching. Real-time communication is enabled using Socket.IO, while analytics dashboards provide insights into earnings, success rates, and hiring trends. By bridging existing gaps in the freelance market, the proposed Smart Freelance Job Aggregator promotes transparency, inclusivity, and efficiency. It reduces dependency on single platforms, minimizes job fraud, and empowers freelancers worldwide to access fair and competitive opportunities.},
        keywords = {Freelance Aggregator, AI Job Matching, Real-time Bidding, Secure Payments, Transparency, Blockchain Identity, Recommendation Engine},
        month = {November},
        }