Agentic AI & Graph Infra: Architected Graph RAG pipelines and Knowledge Graph ecosystems; implemented Model Context Protocol (MCP) to standardize agent tool-use and multi-hop reasoning.
• Storage Engine Internals: Re-engineered a high-throughput Key-Value storage engine, optimizing read/write paths and compaction strategies to reduce tail latency.
• Persistence Architecture: Designed Tiered Write-Ahead Logs (WAL) and log compaction mechanisms for efficient data persistence and sub-second system recovery/replay.
• Distributed Systems: Managed database replication and consistency models (Raft/Paxos) to ensure high availability across the data infra ecosystem.
