Aegis Ventures

Full-stack Engineer

• Design and develop robust, scalable, event-driven services using Python, FastAPI, Apache Kafka and GraphQL.
• Build fundamental LLM agents and integrate them into our product.
• Work with DevOps on deployments, monitoring, and reliability improvements.
• Maintain and optimize PostgreSQL databases and data models.
• Collaborate across product and engineering teams to define requirements and architect features.
• Drive engineering best practices through code reviews and mentorship.
• Engage with current and prospective clients to drive understanding of the Caregentic AI architecture and capabilities.
• Design, build, and operate LLM services, including RAG systems (LangChain), agentic workflows, and evaluation pipelines (LangSmith, deepeval, A/B testing).
• Own vector search & embeddings pipelines from schema and metadata design to model benchmarking, cost/latency optimization, and Databricks Vector Search integration.
• Lead conversational AI development enhancing NLU policies, safety guardrails, and custom action servers, plus integrating assistants with microservices.

Senior / Staff AI Software Engineer