Generative AI & LLMs: Hands-on experience building production LLM applications and designing agentic systems: prompt and context engineering, retrieval-augmented generation (including graph-based retrieval), tool use, state and control flow design, orchestration frameworks, and the tracing, guardrails, and evaluations that make them reliable. Basic knowledge of fine-tuning, parameter-efficient adaptation, dataset construction, and evaluation.
The Director should have proven experience in designing scalable and secure Generative AI solutions and a solid understanding of MLOps principles and ethical AI frameworks.
Experience or strong interest in AI technologies such as RAG chatbots, text-to-speech, speech recognition, image generation, video animation, agentic AI and sensemaking.
Design specialized prompts and system instructions for AI agents, enabling them to perform multi-step reasoning, tool-use, and autonomous task execution
Work with clients and senior teammates to analyze business challenges, map workflows (service blueprints) to better understand customer journey in order to identify gaps and opportunities for AI/ML use cases.