Prior experience building and deploying LLM or agent-based applications. Strong proficiency with agent frameworks like LangGraph, CrewAI, or LangChain. Strong understanding of system design principles, especially in AI/ML-based architectures. Demonstrated ability to explain complex technical topics to diverse audiences. Experience teaching, mentoring, or creating content for working professionals in tech. Excellent communication and collaboration skills, with a learner-first mindset. Bonus: Contributions to open-source AI projects, publications, or prior experience with AI upskilling programs.