You will own the end-to-end architecture of Aiva — Aivar's memory and context graph platform — from data model to APIs to production SLOs. This is a hands-on, code-first principal role: you will set the technical direction, make the hard trade-offs (graph vs. vector vs. hybrid, consolidation vs. recall latency, tenancy isolation vs. cross-agent sharing), and build the first versions of the hardest components yourself while mentoring a small, high-leverage team. Aiva must serve three very different consumers — voice agents that need sub-100ms context recall, long-running process agents that need transactional state, and fine-tuned small models that need curated training context — behind one coherent platform, governed by the Aivar AI Gateway.

Key Responsibilities

Own the Aiva platform architecture: context graph data model (entities, relationships, episodic and semantic memory layers), storage topology, and the memory lifecycle — capture, extraction, consolidation, retrieval, decay, and deletion.
Design and build the hybrid retrieval layer combining graph traversal,



vector similarity, and structured filters, with hard latency budgets for real-time voice(Convogent) and throughput targets for batch agentic workloads (Velogent).
Define Aiva's API and SDK surface — including MCP-compatible interfaces — so accelerator teams and enterprise customers can read/write memory with explicit contracts, versioning, and backward compatibility.
Architect multi-tenancy, data isolation, encryption, and residency controls suitable for regulated enterprise customers (BFSI, healthcare, telecom), including deployment into customer VPCs and sovereign/air-gapped environments.
Integrate memory governance with the Aivar’s Convogent, Velogent and Aivar AI Gateway and ReVAct: memory access policies, audit trails, PII redaction and consent-aware retention, and per-tenant observability and cost attribution.
Set and own production SLOs (latency, recall quality, availability) and the operational mod

📌 Principal Engineer — Aiva Platform (Coimbatore)
🏢 Aivar Innovations
📍 Coimbatore