Projects & Experience

Below are several highlights from my portfolio, illustrating expertise in enterprise cloud platforms, advanced analytics, and technical leadership.

Data Lake Implementation (Enterprise Client)

Architected and delivered a scalable AWS-based data lake platform.
Leveraged S3, Glue, and Athena for integrated ingestion/processing.
Implemented medallion architecture to ensure data quality and traceability.
Resulted in 40% faster data access and greatly enhanced analytics.

MLOps Pipeline Development

Designed and deployed full end-to-end MLOps pipelines for production machine learning.
Integrated CI/CD with containerization for reliable reproducibility.
Achieved a 65% reduction in model deployment time and increased operational efficiency.

Data Engineering Team Leadership

Led and mentored a team of 8 data engineers across distributed, high-impact projects.
Applied agile and best practices to optimize workflow and productivity.
Established robust code standards and workflows for sustainable growth.

Note: For client privacy, detailed project info may be discussed upon request. Please contact me for further details on my experience or how I can support your business goals.