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/Systems biology domain): * AI & Computational Side: * Experience or familiarity with LLM/Agent frameworks (e.g., LangChain/LangGraph, AutoGen, CrewAI, Hugging face ecosystem, MCP) and fine-tuning
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methodologies, frameworks, and platforms, including neuro-symbolic AI, causal inference, world models, federated learning, multi-agent reinforcement learning, and AI platforms for explainable and reproducible
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for enrollment and recruitment into the content systems, messaging frameworks, project plans, and cross-channel assets required to support enrollment growth, program differentiation, and prospective student
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