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Systems Architecture / Data Engineering
Case study
Unified Data Fabric & Operational Intelligence Engine
Connected fragmented data silos into a unified data fabric, reducing data retrieval time by over 50% and eliminating intelligence gaps.
Overview
Large organizations often have data trapped in silos, causing slow decision-making and massive compliance risks due to fragmented records.
Approach
Engineered a GraphQL-based middleware for federated query orchestration across legacy SQL, Redis streams, and TimescaleDB logs, creating a single Source of Truth.
Implemented an intelligent Redis caching strategy and an append-only audit trail in TimescaleDB for immutable data lineage and regulatory compliance.
Tech Stack
GraphQLRedisTimescaleDBVPCs
Outcome
50%
Data Retrieval Time Reduction
80%
Query Time Reduction
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