Jai Balaji Ramkumar
Microsoft Certified Fabric Data Engineer | Actively looking for Fulltime or W2 or C2C roles | Masters in Data Science from Western Michigan University
- Role
- Data Engineer at Chicago Education Advocacy Cooperative
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Jai Balaji Ramkumar
I’m a Microsoft Fabric certified and Databricks certified Data Engineer experienced in…
Experience
Data Engineer
Chicago Education Advocacy Cooperative
Aug 2024 — Present
Developed and deployed a full-stack RAG chatbot on Databricks for a non-profit initiative. Managed the project from data ingestion into Delta Lake, through vectorization with GTE embeddings and Databricks Vector Search, to final deployment of a DBRX-powered model with a Gradio UI, successfully creating a tool that provides accurate, document-only responses.Built a complete real-time anomaly detection solution in Microsoft Fabric, creating a pipeline that ingests utility data via Event Hubs, processes it with, and uses KQL and Data Activator to trigger automated alerts.Implemented the end-to-end migration of legacy ETL/ELT pipelines from a hybrid environment of Databricks, Azure Data Factory, and Synapse into a unified Microsoft Fabric workspace, establishing a centralized Lakehouse that empowers the BI team to build and consume reusable semantic models for advanced analytics
Education
Velammal Engineering College
Bachelor of Engineering - BE
Western Michigan University
Master of Science - MS
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