Data Platform Portfolio
AI Ready Data Platform built a AWS Scale processing petabytes of data
Standardized Data Ingestion Framework
Enterprise-grade ingestion framework leveraging CDK constructs to unify data acquisition across SQL, NoSQL, streaming, APIs, and file-based sources. Supports multiple formats (CSV, JSON, XML, Parquet, Avro, HTML, PDF) for first-party and third-party systems.
Impact
Data Warehouse to Lake Migration
Architected and executed migration from traditional data warehouse to lake-based architecture, decoupling compute from storage to enable true data-as-a-service. Downstream systems now leverage compute engines of choice (Redshift Spectrum, Athena, EMR, SageMaker) for analytics, reporting, and AI/ML workloads. Implemented medallion architecture with clear separation of bronze, silver, and gold layers.
Impact
PII Redaction & Synthetic Data Framework
Enterprise-grade framework for automated PII detection and redaction, generating production-replica test datasets for data mesh environments. Leverages Amazon Macie and Glue PII detection with deterministic hashing to maintain referential integrity across entities. Consistent hash algorithms and salts enable seamless cross-system joins while ensuring safe analytics and ML development in lower environments.
Impact
