AI Data Architect โ Agentic AI Platform for BFSI
We're seeking a talented Data Architect to join our innovative startup, developing Guppy (GenAI Unified Platform for Performance and Yield)โa groundbreaking platform designed specifically for Banking and Financial Services (BFSI) software engineering.
At Guppy, we leverage cutting-edge Agentic AI to significantly improve software development and deployment processes. Our platform meets the rigorous security, compliance, and performance standards demanded by regulated financial environments, offering AI-powered agents specialized in:
- Business Analyst Agents: managing requirements, documentation, and analysis.
- PMO Agents: optimizing project governance, coordination, and operational excellence.
We're growing fast, and now we're looking for an experienced Data Architect with deep AI expertise to join our core team, shaping Guppy's foundational data infrastructure and agent memory frameworks.
๐ฏ Your Mission at Guppy
You'll play a pivotal role in designing and implementing data infrastructure tailored for BFSI software engineering needs. Youโll directly collaborate with our developers to:
- Architect and integrate scalable data solutions within the Eliza AI framework.
- Develop sophisticated vector embedding systems for semantic knowledge management.
- Design multi-modal memory structures supporting episodic and semantic AI agent memory.
- Create efficient Retrieval-Augmented Generation (RAG) pipelines integrated with vector databases.
- Build advanced knowledge graph structures to track and link project entities and artifacts.
- Implement secure data partitions compliant with stringent financial industry standards.
- Develop APIs enabling seamless bidirectional integrations with enterprise tools (e.g., JIRA, Project Server).
- Establish robust observability systems for continuous monitoring of AI memory and retrieval performance.
๐ ๏ธ Technical Skills Required
- Solid expertise with the Eliza framework and agent coordination functionalities.
- Proven hands-on experience with vector databases (e.g., Pinecone, Weaviate, Milvus, Chroma).
- Practical knowledge of embedding models (OpenAI, Cohere, or similar open-source alternatives).
- Deep understanding of LangChain/LlamaIndex for AI agent memory and integration.
- Demonstrated experience in developing and scaling knowledge graph architectures.
- Strong proficiency in building semantic search systems and efficient RAG architectures.
- Experience managing Model Control Plane (MCP) for orchestration of LLMs and enterprise integrations.
- Advanced skills in Python, including async programming patterns and API design.
๐ What You Bring (Soft Skills)
- Ability to thrive and deliver in a dynamic, fast-paced startup environment.
- Strong analytical thinking and comfort tackling complex technical challenges.
- Excellent communication skills, capable of clearly articulating complex solutions to diverse stakeholders.
- Comfortable directly collaborating with founders and cross-functional teams.
๐๏ธ Why Join Guppy?
- Cutting-edge technology: Contribute to a sophisticated AI platform with real-world BFSI impact.
- Innovative environment: Engage in rapid iteration cycles and direct founder collaboration.
- Impact and ownership: Your contributions will directly shape our strategic growth and technical direction.
- Growth Potential: High likelihood of continued involvement and professional advancement.