Senior AI Engineer (US IT Healthcare)

The client is looking at hiring a Senior AI Engineer for their team at Chennai.Minimum Experience : 5+ YearsMandatory Skills:Advanced ML/DL Modeling (TensorFlow/PyTorch)MLOps & Production DeploymentGenerative AI, LLM Fine-tuning, RAGSolution Architecture & ML Problem SolvingPreferred Skills:Technical Mentorship & Cross-functional Leadership

Role Summary

Advanced Python (production-grade, optimized code)Software design patterns & clean architectureData structures & algorithmsGit, code review, CI/CD pipelinesAPIs & microservices (FastAPI, Flask)Deep understanding of ML algorithms & trade-offsAdvanced model evaluation & error analysisAdvanced SQL, Feature stores & data versioningDeep learning architectures (CNNs, RNNs, Transformers)Model optimization (quantization, pruning, distillation)LLM fine-tuning & customization (LoRA, PEFT)Advanced RAG architectures & vector databasesPrompt engineering & orchestration (LangChain, LlamaIndex)Embeddings & semantic searchLLM evaluation & guardrailsMLOps platforms (MLflow, Kubeflow, SageMaker/Vertex AI)Model monitoring, drift detection & retrainingCloud platforms (AWS, Azure, GCP)