Aman Singh

At Tredence Analytics, I build Databricks data pipelines for clinical modernization, including a metadata-driven framework that ingests 500+ Workday APIs through a single configuration layer. I've engineered Bronze-to-Silver workflows for nested medical XML and integrated LLMs to automate clinical aggregations and extract semantic insights. I also led migration of 100+ legacy Caboodle tables to Databricks using Generative AI for schema mapping and logic conversion, reducing migration time by 60%. Previously at MAQ Software, I modernized OLAP cubes into Microsoft Fabric semantic models, built governance controls across 20+ tables, and developed an AI-powered Copilot for SQL extraction and Teams integration that reduced manual query effort by 50%. I work across Databricks, Microsoft Fabric, PySpark, SQL, Power BI, and cloud data platforms to deliver reliable, high-scale data products.