While my professional background is rooted in .NET 8, C#, and SQL Server, my focus has shifted toward Python-based data analysis and machine learning. I am actively developing predictive models using scikit-learn, including pipelines for forecasting Country of Origin (COO) metrics, and working on migrating data architectures to Snowflake. I also experiment with deep learning, having built CNN models for medical image classification.