I am a Grade 10 student at Holy Trinity Catholic High School in Simcoe, Ontario.

My research focuses on distributed training, model stability, and interpretability. I have a paper under review at IEEE qCCL 2026 on Frobenius normalization for quantum state reconstruction.

I am mentored by The Knowledge Society (TKS) and work as a software engineer at 8090.inc. My tools are Python, PyTorch, Emacs, and Fedora with Sway.

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