Santhosh U
Data Scientist & Engineer | Python, SQL, PySpark | GenAI, RAG, LLMs | Azure, AWS, GCP, Databricks | MLOps | Building AI-driven Solutions
- Role
- Data Engineer at Motorola Solutions
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Santhosh U
As an adept Data Engineer, I hold a Master\'s degree in Information Technology from…
Experience
Data Engineer
Apr 2025 — Present · Dallas, TX, US
Engineered metadata-driven PySpark ETL pipelines in Azure Databricks that ingest raw data from Azure Data Lake Storage and Blob Storage, rearchitecting the medallion architecture (bronze, silver, gold) for greater efficiency and feeding downstream processes in Synapse Analytics for real-time data consolidation; introduced near–real-time streaming using Event Hubs and Structured Streaming to minimize data latency. Developed and deployed an RAG-based chatbot leveraging Azure Cognitive Search to provide users with dynamic, context-aware insights, seamlessly integrating it into data workflows for enhanced self-service analytics. Designed and automated a metadata-driven report automation framework that centralizes schema definitions and business logic, automatically generating consistent downstream reports, managing lineage tracking, and ensuring rapid adaptation as source schemas evolve.
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