At higher education institutions and private colleges, I create and implement analytics solutions to assess interventions, analyze outcomes, and guide decision-making. I also operate automated database architecture across AWS, GCP, and Azure, integrating relational data into unified reporting workflows.
I design technology and AI training frameworks that make algorithmic logic and Python workflows practical for stakeholders, and I build training models for operational and administrative staff. As an Enterprise Data and Analytics Consultant, I guided analysis of user retention, NLP models, and e-commerce data to address enterprise data problems.

