Amit Mohanty

Explains benefits of managed database services (PostgreSQL, MySQL, in-memory options), covering operational, financial, scaling, security, backup, and strategic advantages for bridging legacy and modern systems.

Overview of Valkey as an open-source in-memory data store (Redis-compatible) focused on community governance, high performance, and use cases such as caching, real-time analytics, session storage, rate limiting, and queueing.

Discusses vector databases and embeddings for semantic search and RAG, recommends pgvector for PostgreSQL integration and how to deploy pgvector-backed applications on Akamai's managed PostgreSQL to support AI-ready workloads.

Patent describing systems and methods for automated data-quality management: extracting data elements, generating data profiles, auto-creating rule sets to assess data quality, detecting defects, and providing data-quality analysis to users.

Canadian patent application on systems and methods to provide data quality management, including automated rule creation, profiling, defect detection, and data-quality analysis workflows.