Job Requirements
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Agentic System Architecture: Design autonomous agents that can reason, plan, and execute multi-step tasks.
- Advanced RAG & Search Engineering: Build production-grade Retrieval-Augmented Generation systems. You will implement sophisticated retrieval logic (hybrid search, semantic re-ranking) to ensure the AI has the exact context it needs.
- API Development: Develop high-concurrency, asynchronous microservices using FastAPI. Ensure low latency for streaming responses and handle heavy inferencing loads.
- Guardrails & Security: Implement deterministic control layers (Guardrails) to sanitize inputs and validate outputs, ensuring the AI adheres to safety guidelines and business logic.
- Data & Vector Management: Architect efficient schemas in MongoDB for transactional data and manage high-dimensional vector embeddings in databases like Milvus.
- Search Optimization: Tune search algorithms, moving beyond simple cosine similarity to implement hybrid strategies (Sparse + Dense vectors) for optimal retrieval accuracy. descriptions
Work Experience
6–8 years
