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.
- 📚 I’m working extensively with RAG at work.
- 🔭 ~8 YOE with production ML: PyTorch, CUDA, numpy, pandas.
- 🔬 I'm currently learning nuclear engineering fundamentals and building ML models for reactor simulation.
- 🧪 Exploring physics-informed neural networks (PINNs) for thermal-hydraulics modeling.
