Experience & Education.

Built and optimized cloud data workflows, backend systems, an internal Azure analytics dashboard, and automated test coverage for cloud consumption, telemetry, and billing analytics.

• Migrated legacy Scala logic to PySpark in Azure Synapse, rewriting 20+ notebooks and data pipelines for Fortune 500 consumption and billing analytics.
• Reduced runtime of 3 production Spark pipelines by 75% by optimizing joins, partitioning, cluster scaling, and Managed Identity authentication.
• Built ETL workflows using Cosmos DB, Cosmos SCOPE, and Kusto/KQL to ingest, validate, and onboard 80+ telemetry metrics.
• Owned and enhanced 150+ Playwright E2E tests across Product, Consumption, and Quality areas for an Azure Usage dashboard.

Developed reliability and system validation test suites for next-generation Xbox consoles across hardware, OS, networking, and test infrastructure.

• Developed and maintained multi-day reliability test suites in C# and C++ for Xbox console validation across global lab environments.
• Debugged long-running test failures involving memory leaks, port exhaustion, firmware, OS, networking, and test infrastructure.
• Automated Xbox test log extraction to Excel, reducing manual data entry for lab technicians.
• Resolved 120+ CodeQL issues across 4 production repositories, improving code quality, security, and maintainability.
• Refactored 41 legacy C# projects and migrated pre-built NuGet packages to reduce main repo build time by 6 minutes.

Built analytics scripts, dashboard metric tiles, and internal tools to surface Cortana usage insights for Xbox engineering teams.

• Developed Cosmos SCOPE analytics scripts to extract and summarize Cortana speech feature usage, helping developers identify high-impact features for the Xbox One Cortana release.
• Built OnePulse dashboard metric tiles in C# to visualize Cortana usage trends for engineering teams.
• Implemented an ASP.NET web dashboard to aggregate Cortana metrics and improve access to usage insights.

Supported students preparing for internships by teaching C# and IT fundamentals.

• Led weekly lessons covering C#, IT fundamentals, and CompTIA A+ preparation.
• Created study guides and practice materials to help students strengthen technical foundations.