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Featured · AI-assisted software engineering
AI Engineering Initiatives
Applied AI agents, engineering automation, and human-governed workflows designed to improve code quality, testing, backlog readiness, estimation, and developer productivity.
Role
Engineering Manager / AI Initiative Lead
Impact
20% development & QA effort reductionAutomated code review workflowsAI-assisted unit-test generationImproved engineering productivity
Selected contributions
- Researched and developed AI code-review agents integrated with Azure DevOps pull-request workflows.
- Designed an AI-assisted unit-test generation solution for .NET codebases using Roslyn, NUnit, Moq, and engineering-specific prompting strategies.
- Explored AI-based epic decomposition, user-story decomposition, estimation, and engineering automation workflows.
- Established governance controls requiring human review, technical accountability, and measurable engineering outcomes.
Technology landscape
LLMsAI AgentsRoslynNUnitMoqAzure DevOpsPrompt Engineering.NET