The Science Consultant Agent is a web-based Artificial Intelligence (AI) tool that helps practitioners select and implement the most effective modeling strategy for AI-based solutions. It operates through four core components: Questionnaire, Smart Fill, Research-Guided Recommendation, and Prototype Builder. By combining structured questionnaires, literature-backed solution recommendations, and prototype generation, the Science Consultant Agent accelerates development for everyone from Product Managers and Software Developers to Researchers. The full pipeline is illustrated in Figure 1.
@article{arxiv.2512.16171,
title = {Science Consultant Agent},
author = {Karthikeyan K and Philip Wu and Xin Tang and Alexandre Alves},
journal= {arXiv preprint arXiv:2512.16171},
year = {2025}
}