At Rogers Communications, I engineered e-commerce recommendation systems using Amazon Personalize and Amazon SageMaker, and built customer support solutions with OpenAI GPT-4 and vector search. I also developed data pipelines across AWS, Azure, and GCP for analytics and streaming workloads.
Previously, I created a telecommunications billing system at Toyota Motors that reduced billing discrepancies by 35%, and contributed to a manufacturing data integration platform that improved integration efficiency by 65%. At Cognizant, I developed ETL pipelines and healthcare analytics workflows, including a GCP pipeline that achieved 99.2% data accuracy.

