As the demand for data-driven insights grows, data engineers need efficient tools to manage increasingly complex data systems. Ask On Data is at the forefront of this transformation, offering an NLP-based data engineering tool that leverages GenAI and LLM to streamline ETL, ELT, and data transformation tasks. By enabling natural language interactions, Ask On Data makes it easier for both technical and non-technical users to manage data workflows. As an open-source platform, it offers the flexibility to adapt to different environments, making it an essential tool for modern data engineering teams.