Dhaval Bhalala
Senior Software Architect | Azure 3x Certified
- Role
- Senior Software Architect at Doli Systems
- Location
- Edison, NJ, US
- LinkedIn followers
- 500 followers
About Dhaval Bhalala
I have around 15+ years of experience into Application Development and Data…
Experience
Senior Software Architect
Sep 2023 — Present · NJ, US
Client: SMBCProject: Risk Management Data ModelingProject Summary:Risk management data modelling is a project with Japan Based Bank named SMBC.The project domain is related to Risk Modelling and reporting. The project consists of setting up a new project in Azure DataBricks for running data models and migrating existing data models from Jupyter to Azure Databricks.Responsibilities:1. Providing ML Ops support for Data Science team by providing guidance and deploying their ML Models to Non-Prod environments.2. Using DataBricks Unity Catalog for storing data and schema meta data.3. Analyzing and Designing solutions for migrating Data Models on Azure Data Bricks.4. Creating Data pipelines for extracting, transforming and loading data using Azure Data Factory.5. Creating complex SQL Queries for transformations consisting of using Joins, CTEs, Windowing Functions, etc.6. Developing code/SQL for processing data for Risk/Regulatory reports.7. Creating initial Azure CI\\CD DevOps pipelines.8. Developing DataBricks notebooks.9. Exploring and analyzing new services\\frameworks for replacing legacy tech stack in existing project.10. Providing Prod and Non-Prod environment support like Incident management, Prod issue root cause analysis and fix, etc.Technical Environment:Python, PySpark, Azure (Azure DataBricks, Unity Catalog, Azure Data Factory, Azure Key Vault, ADLS Gen2, Azure DevOps), Hive, GitHub, Confluence.
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