Senior Software Engineer building applied AI systems, agent tooling, and retrieval infrastructure.
Integrations Architect at Ottimate, working on multi-tenant ERP integration platforms, deterministic RAG pipelines, and autonomous coding agents. 12+ years across product engineering, fintech SaaS, and platform architecture.
Based in Bangalore. Open to remote and international roles.
- Retrieval that actually works for structured documents — Graph-aware RAG that follows cross-references the way a human reader would, not just vector similarity. See EngramDB.
- Agent memory that persists across sessions — So coding agents stop rediscovering the same codebase on every run. See Codemesh.
- Production AI with structural guarantees — Deterministic citation, token routing, HITL confidence scoring. See Cortex and AgreedPro.
- Developer tools for the agent era — Bifrost (Electron UI for Claude Code) and Frameforge (MCP image-gen server on npm).
Pinned repos above have full write-ups.
Articles on building production AI — retrieval design, agent architecture, and the engineering decisions behind them.
- Beyond RAG: Graph-Aware Retrieval for Contract Reasoning — dev.to
- Beyond Simple Prompts: Architecting an AI Agent — dev.to
- Claude Code series on AI in Plain English — Stop Chatting with Claude Code · CLI as Infrastructure · CLAUDE.md