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lavanchukka/README.md

Hi there, I'm Lavan

I'm a Data enthusiast with a Master’s in Information Systems & Management, and worked on various data engineering tools and services like Azure, Microsoft Fabric, Databricks, Kafka, dbt, Sql Server, Snowflake, Power BI, Tableau.

I enjoy going beyond just using tools and actually understanding how they work under the hood like diving into architecture, query execution plans, performance optimizations, and governance. Lately, I have been spending more time exploring Databricks and using new services that has launched.

I’m currently working on projects using dbt, MLops, MLFlows,and Snowflake.

🎓 Certifications

  1. Microsoft Fabric Data Engineer Verify
  2. Microsoft Fabric Analytics Engineer Verify
  3. Databricks Data Engineer Professional (will be updated on 4.30.26)
  4. AWS Certified Cloud Practitioner Verify

🛠️ Tech stack

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image My Projects

Please click on the links or see the repositories section for more projects, project files, architecture, code and detailed implementation steps.

MS Fabric

  1. NYC-Taxi-Trips-MS-Fabric-Project

  2. USGS-Earthquake-Events-Medallion-MS-Fabric-Project

Databricks End-End

  1. Databricks-Automated-Declarative-Pipelines-Bank Project

  2. Databricks-End2End-Book-Store-Project

  3. Databricks-HR-Analytics-Transformations

Azure, Kafka

  1. Airbnb-End2End-Azure-Project

  2. Sales-Deals-End2End-Azure-Project

  3. MusicApp-Realtime-End2End-Data-Engineering-Project

  4. Patient-Flow-Azure-Data-Engineer-Project

SQL

  1. SQL-Data-Warehouse-Medallion-Project

  2. Sql-Advanced-Analytics

Power BI

  1. PowerBI-Portfolio-Dashboard-Project

  2. PowerBI-Dashboard-Safety-Department-Project

Projects on Snowflake, Dbt, Kafka will be updated soon!

Pinned Loading

  1. NYC-Taxi-Trips-MS-Fabric-Project NYC-Taxi-Trips-MS-Fabric-Project Public

    In this project we will orchestrate the movement of raw nyc taxi data from staging layer to presentation layer and to semantic model for creating visualizations.

    1

  2. Patient-Flow-Azure-Data-Engineer-Project Patient-Flow-Azure-Data-Engineer-Project Public

    In this project we'll create real time healthcare patient data pipeline as data source and use arious services and tools like Azure Eventhubs, Azure Databricks, Delta lake and synapse analytics. al…

    1

  3. Sales-Deals-End2End-Azure-Project Sales-Deals-End2End-Azure-Project Public

    This project helps in understanding how various azure services & tools are used to complete end-end data projects.

    1

  4. MusicApp-Realtime-End2End-Data-Engineering-Project MusicApp-Realtime-End2End-Data-Engineering-Project Public

    This project demonstrates an end 2 end real-time data engineering pipeline for Spotify music analytics using the Modern Data Stack.

    1

  5. Sql-Advanced-Analytics Sql-Advanced-Analytics Public

    Analyzing the data using advancede sql techniques like data segmentation, change-over-time trends, cumulative analysis.

    TSQL 1

  6. USGS-Earthquake-Events-Medallion-Fabric-Project USGS-Earthquake-Events-Medallion-Fabric-Project Public

    This Project

    1