5+ years experience as a hand on AI architecture leader delivering production-grade AI systems at scale. Experience delivering AI driven software products for a B2B SaaS organization, preferably in the Cybersecurity industry. Deep knowledge of machine learning, LLMs, and AI frameworks (e.g., PyTorch, TensorFlow, LangChain, Hugging Face). Hands-on experience with vector databases, embeddings, graph data structures, and retrieval-augmented generation (RAG). Strong background in multi-cloud AI deployment (AWS, Azure, GCP), containerization, and MLOps. Experience leading and mentoring engineering teams. Strong business acumen and ability to translate business goals into AI-powered use cases. Excellent communicator and collaborator, skilled at leading design sessions and making trade-offs under tight timelines.