Expert in Conversational AI Systems

2 days ago


salem, India beBeeArtificialIntelligence Full time

AI Workflow SpecialistWe're developing cutting-edge AI workflows and intelligent applications that provide tangible user experiences.As an AI Workflow Specialist, you'll drive features from start to finish—from prompt design and evaluation to scalable backend integration—collaborating closely with product and engineering teams.Design, build, and refine LLM-powered workflows (retrieval, routing, tool utilization, function calling, multi-step agents).Implement intelligent apps that plan, call tools/APIs, and maintain state across tasks.Develop RAG pipelines: data ingestion, chunking, embeddings, indexing, and latency-optimized retrieval.Own prompt engineering & evaluation (A/B tests, guardrails, metrics like latency, cost, quality, safety).Productionize models/workflows with observability (traces, tokens, failures), cost controls, 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.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.Experience with RAG, vector databases (Pinecone, Weaviate, FAISS, Qdrant), embeddings.Understanding of agent patterns (tool calling, planning/execution, memory) and workflow engines.Familiarity with prompt design, safety/guardrails, and evaluation frameworks.Basics of cloud & deployment (AWS/GCP/Azure), Docker, Git, CI/CD.Strong debugging mindset and bias to ship.FastAPI/Flask, Celery/queues; streaming UIs.Model fine-tuning/LoRA, dataset curation, prompt-cache strategies.Monitoring/tracing (LangSmith, Weights & Biases, OpenTelemetry).Frontend basics (React/Next.js) to collaborate on UX.Data privacy, PII redaction, and security best practices.



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