At Management Solutions, I develop Generative AI and LLM-based solutions in Amazon SageMaker using Amazon Bedrock for customer analytics, including sentiment and emotion analysis, summarization, and structured information extraction.
I’ve built and evaluated gradient-boosting classification models with PySpark ML, integrating predictions into business decisions and assessing their impact through A/B testing. I also design and automate AWS analytics and ETL pipelines across five geographies.
My work includes BI dashboards and reporting with Amazon QuickSight and Looker Studio. I hold AWS Certified Cloud Practitioner and AWS Certified AI Practitioner certifications, and completed a master’s specialization in Big Data and Data Science.

