AIML Engineer

Required Skills & Qualifications● Strong hands-on experience with LLM frameworks and models, including LangChain,OpenAI (GPT-4), and LLaMA● Proven experience in LLM orchestration, workflow management, and multi-agentsystem design using frameworks such as LangGraph● Strong problem-solving skills with the ability to propose end-to-end solutions andcontribute at an architectural/system design level● Experience building scalable AI-backed backend services using FastAPI andasynchronous programming patterns● Solid experience with cloud infrastructure on AWS, including EC2, S3, and LoadBalancers● Hands-on experience with Docker and containerization for deploying and managingAI/ML applications● Good understanding of Transformer-based architectures and how modern LLMs workinternally● Strong skills in data processing and analysis using NumPy and Pandas● Experience with data visualization tools such as Matplotlib and Seaborn for analysisand insights● Hands-on experience with Retrieval-Augmented Generation (RAG), includingdocument ingestion, embeddings, and vector search pipelines● Experience in model optimization and training techniques, including fine-tuning,LoRA, and QLoRANice to Have / Preferred● Experience designing and operating production-grade AI systems● Familiarity with cost optimization, observability, and performance tuning forLLM-based applications● Exposure to multi-cloud or large-scale AI platforms