AIDE by weco is an AI-driven agent specializing in Machine Learning (ML). Its core function revolves around the creation and optimization of ML pipelines based on user directives. AIDE caters to both intricate business challenges and academic research endeavors. It stands out for its intuitive interface that accepts natural language commands, accommodating both seasoned experts who provide detailed instructions and beginners who benefit from AIDE's guidance. A standout feature of AIDE is its iterative approach to data analysis, solution crafting, evaluation, and refinement. Powered by Large Language Models (LLMs), it autonomously generates code and systematically improves ML pipeline designs. Upon completion, users receive professionally generated code and comprehensive research reports. This not only delivers a ready-to-use model but also enhances users' understanding of their data and the underlying problem. The solutions produced by AIDE are directly applicable to relevant tasks, distinguishing it from conventional AutoML solutions and traditional data science consultancy services. This version integrates keywords such as ""AI agent,"" ""Machine Learning,"" ""ML pipelines,"" ""natural language,"" ""Large Language Models,"" ""code generation,"" ""research reports,"" ""AutoML,"" ""data science consultancy,"" and ""iterative process,"" aimed at improving search engine visibility while maintaining readability and relevance.