Chief AI Innovator

1 week ago

kollam, India beBeeArtificialIntelligence Full time

Job OverviewWe are building cutting-edge AI solutions that drive real-world impact. As an experienced AI Engineer, you will work on crafting and deploying intelligent systems from prompt design to scalable backend integration.Design, develop, and refine LLM-powered workflows (retrieval, routing, tool use, function calling, multi-step agents).Implement agentic applications that plan, invoke tools/APIs, and maintain state across tasks.Build RAG pipelines: data ingestion, chunking, embeddings, indexing, and latency-optimized retrieval.Promote prompt engineering & evaluation (A/B tests, guardrails, metrics like latency, cost, quality, safety).Pivot production models/workflows with observability (traces, tokens, failures), cost optimization, and fallbacks.Ship backend services and APIs (e.g., Python/FastAPI) integrating with data stores and vector DBs.Collaborate with PM/Design to translate requirements into reliable, user-facing features.Essential Skills:Hands-on experience with LLMs (OpenAI, Claude, Llama, etc.) and orchestration frameworks (LangChain, LlamaIndex, or custom).Python proficiency; building RESTful services, writing clean, tested code.Familiarity with RAG, vector databases (Pinecone, Weaviate, FAISS, Qdrant), embeddings.Understanding of agent patterns (tool calling, planning/execution, memory) and workflow engines.Acknowledgement of prompt design, safety/guardrails, and evaluation frameworks.Basics of cloud deployment (AWS/GCP/Azure), Docker, Git, CI/CD.Mastery of debugging techniques and a bias towards shipping.

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