Iliyaas Shaik

At Fifth Third Bank, I build LLM-powered NLP agents that validate marketing copy for compliance, legal disclaimers, and policy adherence before human review. My work reduced manual campaign review effort by 60%, shortened approval cycles by 40%, and prevented 30% of Legal and Compliance escalations.

I also develop AI quality-scoring models, recommendation systems, and real-time GenAI integrations for marketing platforms. I deploy scalable ML pipelines with Python, PyTorch, TensorFlow, AWS SageMaker, and EKS, while helping teams adopt AI Quality-as-a-Service.

Previously at Birlasoft, I developed NLP and LLM validation systems that reduced manual document review by 50%, improved engagement metrics by 15%, and increased NLP model accuracy by 22%. I built real-time and batch data pipelines, containerized ML services, and multi-agent document-understanding workflows.

I'm focused on practical AI systems: RAG, agent orchestration, memory-aware architectures, evaluation frameworks, and reliable cloud deployment. I also built a GenAI job recommendation platform using Python, Streamlit, OpenAI, PyMuPDF, Apify, and an MCP server built with FastMCP.