from Academia from Postdoc

class XiaotianDuan(Postdoc):
    def __init__(self):
        super().__init__(
            affiliation="Argonne National Lab"
        )
        self.research_interests = [
            "Large Language Models",
            "Reinforcement Learning",
            "AI for Science",
        ]
        self.proficiencies = [
            "Python",
            "PyTorch",
            "HuggingFace",
            "WandB",
        ]

    @staticmethod
    def daily_routine():
        hypotheses = generate_ideas()
        max_num_hypotheses_per_day = 5  # innovation has limits
        for h in hypotheses[:max_num_hypotheses_per_day]:
            test(h)
            if is_promising(h):
                prototype(h)
        sleep(trying=True)