Developed and delivered the Hybrid Search Demo Data Population feature for the tigergraph/ecosys repository, focusing on creating a ready-to-use CSV dataset to support onboarding and stakeholder demonstrations. The work centered on data engineering and demo development, introducing song similarity data to illustrate hybrid search performance and accuracy in practical scenarios. The implementation ensured clear traceability to the relevant commit, emphasizing transparency and reproducibility. No major bugs were addressed during this period, as efforts were concentrated on feature delivery and dataset preparation. The resulting artifact enables efficient evaluation cycles and practical demonstrations of hybrid search capabilities using CSV-based data workflows.