Position Overview We are seeking a Senior AI Platform & Systems Engineer to build the operational backbone connecting our proprietary complexity science models with client-facing autonomous AI agents. This role bridges energetic simulation modeling, modern agent protocols, and distributed enterprise platforms across three core areas: 1. Context & Memory Architecture: Architecting a persistent, stateful knowledge plane (Knowledge Graphs Hybrid Vector Retrieval) that structures the causal relationships, historical simulation runs, and state-space dynamics of our models. 2. Model Context Protocol (MCP) Integration: Exposing our complexity models and context substrate as standardized, low-latency MCP servers and deterministic agent tool suites. 3. Private Enterprise Delivery: Packaging and delivering this infrastructure to institutional clients via isolated environments, private networking (e.g., AWS PrivateLink), and hardened multi-tenant security layers. Key Responsibilities Context & Memory Architecture: Design and deploy a stateful knowledge substrate using graph databases (e.g.,



Neo4j, Memgraph) and vector stores to map complex simulation states, causal loops, and scenario histories. Persistent Agent Memory: Engineer long-term episodic and semantic memory architectures that enable autonomous agents to maintain situational awareness and cross-session context without degradation. MCP & Tool Interface Engineering: Build production-grade Model Context Protocol (MCP) servers and tool execution interfaces, allowing AI agents to query the model knowledge base, trigger simulation runs, and inspect results deterministically. Enterprise Delivery & Isolation: Architect private distribution channels for enterprise clients (AWS PrivateLink, VPC peering, dedicated tenant gateways, mTLS) ensuring zero cross-tenant data or context leakage. Client SDKs & Integration Tooling: Develop lightweight, type-safe Python and TypeScript SDKs and API schemas that enterprise engineering teams ca

📌 AI Platform Engineer (Maharashtra)
🏢 Amunra
📍 Maharashtra