An enterprise AI platform is scaling quickly. It is running more customer pilots and taking on heavier platform demands, and it needs a senior architect to set its technical direction. You will own the architecture of its retrieval and knowledge layer: how enterprise data is structured, connected through knowledge graphs, and retrieved for LLMs and AI agents. You will also act as the senior technical voice for a growing engineering team. The work balances hands-on design with technical leadership. You’ll fix current problems with performance, accuracy, and scalability, and you’ll shape the approach for the customer-specific projects coming next.

What You’ll Do
• Provide senior architectural leadership across the AI platform, with clear technical direction for Generative AI, retrieval, and data design.
• Design, evaluate, and improve RAG and GraphRAG architectures for enterprise AI applications.
• Build and optimize knowledge graph and retrieval architectures, including ontology and semantic data modeling.
• Diagnose and resolve challenges in retrieval accuracy, latency, scalability,



and cost.
• Improve how enterprise data is structured, indexed, and retrieved by AI agents.
• Work hands-on with Neo4j, Weaviate, and LangChain, or with equivalent graph, vector, and orchestration tools.
• Support the development of AI agents and their integration with enterprise data and workflows.
• Define technical approaches and reference architectures for upcoming customer-specific pilots.
• Mentor junior AI engineers through design reviews, pairing, and technical guidance.
• Partner with engineering leadership and technical stakeholders so the architecture stays scalable and maintainable as the customer base grows.

What You Bring
• Senior- or principal-level experience in Generative AI and AI architecture.
• Solid hands-on experience designing and shipping RAG and/or GraphRAG systems in production.
• Deep understanding of knowledge graphs, ontologies, and semantic data modeling.

📌 Principal AI Architect for Enterprise AI Platform (Ahmedabad)
🏢 Toptal
📍 Ahmedabad