At Microsoft, I organize and clean transactional data with Python and SQL, then develop reproducible workflows for AI modeling. I’ve built scikit-learn predictive models to identify behavioral patterns and support automated measures.
At Microsoft, I’ve also analyzed player communication logs for behavioral anomaly detection and engineered features from raw logs. I document data dictionaries and validate backend results to support reliable downstream analysis.
At IVY Comptech, I verified backend data integrity and tested APIs with Postman. I documented annotation protocols and defect reports in Jira, and supported pilot studies through manual and automated testing.
At Cognizant Technology Solutions, I extracted and analyzed application data, prepared datasets, and built ETL routines and data pipelines. I also developed application components using C#, ASP.NET, and .NET Core.

