Senior Generative AI / Applied AI Engineer
Experience: 5+ Years
Location: Hyderabad / Remote – India
Job Type: Full Time
Relocation: Allowed
About the Role
We are looking for a hands-on Senior Generative AI / Applied AI Engineer with solid expertise in LLMs, RAG, AI Evaluation, Context Engineering, Model Optimization, AI Agents, Multimodal AI, and Production AI Systems. The role involves building and deploying scalable AI solutions for a next-generation healthcare platform and clinical assistant.
Key Responsibilities
Design, develop, deploy, and optimize LLM-powered healthcare applications and AI services using Python.
Work with OpenAI, Anthropic, LLaMA, Mistral, and other foundation/reasoning models.
Build production-grade RAG pipelines covering ingestion, document processing, chunking, embeddings, indexing, semantic/hybrid search, retrieval, reranking, grounding, and source attribution.
Work with vector databases such as FAISS, Pinecone, Qdrant, Weaviate, Milvus, and pgvector.
Implement prompt engineering, structured outputs, function/tool calling, reasoning workflows,



AI agents, and multi-step workflows.
Build AI evaluation frameworks covering accuracy, relevance, groundedness, hallucination, consistency, safety, retrieval quality, latency, cost, and model stability.
Implement LLM-as-a-Judge, deterministic/semantic evaluations, retrieval metrics, benchmarking, and human/clinical review.
Design AI safety, reliability, guardrails, hallucination reduction, prompt-injection protection, PHI/PII protection, validation, fallback, and human escalation mechanisms.
Develop context engineering, context retrieval, short/long-term memory, patient-context memory, memory retrieval, and summarization capabilities.
Manage AI releases, regression testing, prompt/model/configuration versioning, A/B testing, canary releases, controlled rollouts, and rollback mechanisms.
Establish LLMOps and production AI observability, monitoring quality, latency, cost, token usage, retrieval failu

📌 Senior Generative AI Engineer (Hyderabad)
🏢 Ekshvaku Tech Innovations
📍 Hyderabad