At NexusLeap, I architect and manage AWS and Snowflake workflows processing approximately 3 TB of data daily across 16 source systems and 35 active pipelines. I improved pipeline runtimes and batch processing windows by 40% through query tuning, processing optimization, and partition pruning.
I delivered approximately $40,000 in annual cloud cost savings through compute right-sizing, S3 lifecycle tiering, and eliminating redundant processing. I also maintain Kafka streaming pipelines and production RAG and semantic-search features using LangChain, OpenAI APIs, and vector databases.
Previously, I developed Python-based ETL workflows at IntelliTide and improved query and reporting latency by 30% through PostgreSQL indexing and query-plan optimization. At ALIS Software, I developed SQL queries and database components and integrated external APIs with application databases.
