I'm a Senior Machine Learning Engineer at Rakuten, a leading e-commerce platform in Japan with global presence. Outside of work, I tinker with Tensor libraries such as CUDA and RocM. I'm exploring the intersection of machine learning with reactor physics, digital twins, and physics-informed neural networks.
- π Iβm working extensively with RAG at work.
- π ~8 YOE with production ML: PyTorch, CUDA, numpy, pandas.
- π¬ I'm currently learning nuclear engineering fundamentals and building ML models for reactor simulation.
- π§ͺ Exploring physics-informed neural networks (PINNs) for thermal-hydraulics modeling.
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