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gayi3kumar/README.md

πŸ‘‹ Hi there, I’m Gayathri Kumar

I’m a Data & Visualization Engineering Professional specializing in building data platforms, analytics solutions, business applications, and workflow automation.

My work sits at the intersection of Data Engineering, Business Intelligence, Cloud, Microsoft Power Platform, and Automation β€” transforming complex operational processes and raw data into scalable, accessible, and action-ready solutions.

⚑ What I Do

🧩 Data Engineering Design and build ETL/ELT pipelines using Python, SQL, Spark, Azure Data Factory, Databricks, AWS Glue, Redshift, and cloud-native technologies.

πŸ“Š Data Visualization & Analytics Develop interactive dashboards and analytical solutions using Power BI, Sisense, Tableau, and QuickSight, with a focus on usability, governance, and business insights.

βš™οΈ Business Process Automation Build automated business workflows using Power Apps, Power Automate, SharePoint, and Microsoft 365 β€” replacing manual processes with structured digital applications.

☁️ Cloud Engineering Build and automate data solutions across Azure and AWS with an emphasis on scalability, security, CI/CD, lifecycle management, and operational reliability.

🧭 Location Intelligence Integrate GIS, GeoJSON, spatial SQL, GPS data, APIs, and interactive maps for fleet monitoring, route analysis, and location-based analytics.

πŸ” Data Governance & Quality Implement metadata management, RBAC, lineage, validation, automated quality checks, and controlled document workflows.


🏒 Recent Engineering Work

πŸ’³ Expense Management Application

Power Apps | Power Automate | SharePoint | Power BI

Designed and developed a Concur-inspired expense management application supporting the complete employee expense lifecycle.

  • Created responsive employee, manager, and approval experiences.
  • Implemented Draft, Pending, Returned, Approved, and Paid workflows.
  • Designed expense report and line-item data models in SharePoint.
  • Built automated approval routing, notifications, and document management.
  • Implemented supporting-document uploads and final approved document packages.
  • Added employee dashboards for tracking drafts, pending approvals, returned reports, and completed submissions.

πŸŽ“ Certification Pre-Approval & Reimbursement Platform

Power Apps | Power Automate | SharePoint

Developed an end-to-end application for managing professional certification requests and employee reimbursements.

  • Automated pre-approval and reimbursement workflows.
  • Implemented dynamic request-number generation and structured document storage.
  • Built automated SharePoint folder creation and attachment processing.
  • Generated standardized final approval packages.
  • Added mileage, expense, validation, and reimbursement calculations.
  • Integrated employee department information through Microsoft 365.

πŸ—οΈ Project Close-Out & Service Notice Portal

Power Apps | Power Automate | SharePoint

Developed a responsive project-management portal for project close-out and placed-in-service processes.

  • Designed responsive interfaces for desktop, tablet, and mobile.
  • Built project information, checklist, submission, approval, and closed-project experiences.
  • Implemented supporting-document uploads and mobile camera capture.
  • Designed structured project and checklist data models.
  • Added status-driven navigation for Draft, Pending, Returned, Approved, and Completed projects.
  • Integrated approval workflows and centralized project-document access.

πŸ”„ Enterprise Workflow & Document Automation

Power Automate | SharePoint | Microsoft 365

Automated operational workflows involving employee requests, approvals, reminders, metadata management, and document processing.

  • Built scheduled reminder and notification workflows.
  • Automated SharePoint metadata updates and document organization.
  • Implemented employee and manager lookup logic.
  • Developed date/pay-period calculation logic.
  • Improved historical record consistency through automated cleanup processes.

πŸ’§ Utility & Operational Data Engineering

SQL | Data Analysis | Business Applications

Supported operational and utility-data workflows involving meter readings, production calculations, billing data, and rate changes.

  • Investigated discrepancies between application calculations and operational source data.
  • Validated meter readings and calculated production/flow metrics.
  • Analyzed utility billing tables and rate-detail relationships using SQL.
  • Supported rate recalculation and billing validation processes.
  • Worked with business stakeholders to translate operational rules into application logic.

πŸ› οΈ Tech Toolbox

Category Tools & Technologies
Programming Python, SQL, PostgreSQL, T-SQL, R, C#, JavaScript
Data Engineering Spark, Databricks, Azure Data Factory, AWS Glue, Redshift
Microsoft Power Platform Power Apps, Power Automate, Power BI
Cloud Azure, AWS, ADLS, Azure Blob Storage, S3
Visualization Power BI, Sisense, Elasticubes, Blox, Tableau, QuickSight
Business Applications SharePoint Online, Microsoft 365, Approval Workflows
DevOps & Automation Azure DevOps, GitHub Actions, Terraform, PowerShell, CI/CD
Governance Collibra, RBAC, Data Lineage, Data Quality Automation
Geo Analytics GeoJSON, Spatial SQL, ArcGIS Maps, GPS/Coordinate Mapping

🌍 Featured Work

🧭 Fleet Intelligence & Geospatial Analytics

Sisense | Power BI | PostgreSQL | GeoJSON

Developed interactive analytics combining GPS and operational data to analyze route performance, delivery zones, fleet activity, and operational inefficiencies. Integrated geospatial layers and custom visualizations for location-based monitoring.

☁️ Hybrid Cloud Backup & Retention

Azure Data Factory | Azure Storage | AWS S3 | Python

Built automated cloud data-retention workflows supporting scheduled snapshots, lifecycle management, secure data movement, access controls, and retention policies across cloud environments.

πŸ”„ Data Platform CI/CD

Azure DevOps | Databricks | ADF | Terraform

Implemented multi-environment deployment pipelines for data workflows and Databricks workloads, incorporating infrastructure-as-code and automated deployment practices.

πŸ“ˆ Operational Data Engineering

AWS | Azure | SQL | Power BI | Tableau

Built and supported data pipelines, analytical datasets, and KPI dashboards used to improve reporting visibility, operational monitoring, SLA tracking, and business decision-making.


πŸŽ“ Background

πŸŽ“ M.S. in Computer Science Auburn University at Montgomery | 2023–2024

πŸŽ–οΈ Certifications

  • Microsoft Certified: DevOps Engineer Expert (AZ-400)
  • Microsoft Certified: Azure Administrator Associate (AZ-104)
  • Microsoft Certified: Azure Fundamentals (AZ-900)

🀝 Let’s Connect

πŸ’Ό LinkedIn: linkedin.com/in/gayathrikchowdary

I enjoy building solutions where data engineering, analytics, automation, cloud, and application development come together to solve real business problems.

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