Role Overview We are seeking a highly experienced
Principal AI Architect with strong hands-on engineering expertise
in contemporary AI systems, including LLMs, agentic workflows, and
enterprise-scale integrations. This role involves working closely
with clients to understand complex business problems and
translating them into scalable, production-ready AI architectures.
The ideal candidate combines deep technical expertise with
architectural thinking to design, build, and guide the development
of intelligent systems. Key Responsibilities • Engage with clients
and stakeholders to understand business challenges and define
structured problem statements. • Translate business requirements
into scalable, technically feasible AI architectures. • Design
end-to-end AI systems, including data ingestion, retrieval,
reasoning, and orchestration layers. • Architect and implement
Agentic RAG (Retrieval-Augmented Generation) systems. • Design and
develop multi-agent systems using patterns such as planner–
executor architectures. • Build and orchestrate AI-driven workflows




for complex enterprise use cases. • Design and implement stateful
agent systems, including memory architectures (short-term and
long-term memory). • Integrate vector databases (ChromaDB, Milvus,
PGVector) for semantic search and retrieval. • Develop and
integrate knowledge graphs to enhance contextual reasoning. •
Implement LLM guardrails and evaluation frameworks (e.g., RAGAS,
DeepEval) to ensure reliability and performance. • Design data
ingestion pipelines for structured and unstructured enterprise data
sources. • Build modular, maintainable systems using SOLID
principles and best software engineering practices. • Develop and
deploy AI services using microservices-based architectures and
APIs. • Conduct feasibility studies and architectural analysis
forintegrating AI with legacy systems (e.g., SAP ecosystems). •
Create detailed technical specifications, architecture diagrams,
and design documentation. • Implement ob

📌 Principle AI Architect (Mumbai)
🏢 Sperton Global AS
📍 Mumbai