Krishna G

About Krishna G

I’m a Senior Data Engineer & AI/ML Engineer with 8+ years of experience building…

Experience

1. Sr Azure Data Engineer

   Alorica

   Dec 2023 — Present · Plantation, FL, US

   Led the end-to-end development of scalable cloud data solutions using Microsoft Azure and Microsoft Fabric.• Migrated legacy workloads to Microsoft Fabric, leveraging OneLake architecture, Fabric Pipelines, and Direct Lake Mode to improve performance and reduce operational costs.• Built and maintained robust data pipelines using Azure Data Factory, Azure Databricks (PySpark/Scala), and Azure Synapse Analytics.• Enabled real-time analytics by integrating Azure Event Hubs and Kafka with Fabric’s Real-Time Analytics, supporting critical business operations.• Developed and managed Fabric Notebooks, configured Fabric Shortcuts, and enabled cross-environment data access.• Implemented data governance using Microsoft Purview, Azure Entra ID (RBAC), and Fabric security features like RLS, CLS, and OLS in Power BI semantic models.• Designed and deployed subject-area-specific data marts in Synapse and SQL Server for reporting and compliance.• Built CI/CD pipelines using Jenkins and Azure DevOps to automate deployments and streamline development workflows.• Developed machine learning models for claim fraud detection and cost forecasting using PySpark, MLflow, and Scikit-learn in Azure Databricks.• Ensured HIPAA and GDPR compliance by applying data masking, tokenization, and encryption standards.• Integrated PostgreSQL and Oracle sources using ADF and Fabric Pipelines, enabling seamless ingestion and transformation.• Created monitoring and alerting solutions using Azure Monitor and Log Analytics to ensure pipeline reliability and performance.• Collaborated with product owners and business analysts to translate stakeholder requirements into actionable data and reporting solutions.• Delivered Power BI dashboards with real-time KPIs to support fraud detection, claims tracking, and executive decision-making.• Participated in sprint planning, technical documentation, and end-user training to align deliverables with business goals.

Education

• Sri Chaitanya College of Education

  Intermediate

• GITAM Deemed University

  Bachelor of Technology - BTech

• Montessori high school , Guntur

  SSC