Microsoft
Software Engineer
- Built full-stack AI-powered investigation workflows for Microsoft Security’s Data Security Investigations team, developing customer-facing interfaces and back-end services to analyze Microsoft 365 content such as emails, Teams messages, documents, and investigation datasets, improving investigation efficiency by 40%.
- Designed semantic retrieval capabilities using embeddings and vector search for Security Investigations, enabling analysts to query investigation-scoped Microsoft 365 content using natural language and surface related evidence even when exact keywords were missing, increasing relevant evidence discovery by 30%.
- Developed LLM-based AI analysis workflows for Data Security Investigations to categorize sensitive content, evaluate exposure severity, assign risk scores, and generate mitigation insights, improving investigation prioritization accuracy by 25% and reducing manual review effort.





