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Akseleu Omirbay
Connected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.@Akseleu
Independent AI Researcher
13yo ndependent AI researcher at NIS Fizmat, Kazakhstan. I specialize in low-level ML engineering: building TPU-native Pallas kernels, training hybrid language models from scratch, and creating interactive 3D WebGL tools for AI interpretability.
ShymkentNazarbayev Intellectual Schools
Featured
A few things that best show this member's work and contribution.
About
Passionate about making neural networks transparent and highly efficient.
How I can help
I build open-source TPU kernels (Pallas) and train hybrid LLMs. I created a 3D WebGL Observatory for AI interpretability. I can share my research on efficient architectures and visual tools for understanding neural networks.
Looking to connect
Looking for mentorship in ML research. I am also seeking an arXiv endorser (cs.LG) to publish my first paper. Open to networking and collaborations.
Research and publications
A compact preview of this member's public research layer.
I build TPU-native Pallas kernels and train hybrid language models (GDN-2 + MLA). I created a 3D WebGL Observatory to visualize neural network internals. My current work focuses on efficient sequence modeling, numerical audits, and making AI more interpretable.
Machine LearningLLMsEfficient ArchitecturesAI Interpretability
Latest publications
Publications: 2Sep 27, 2026· Zenodo (CERN European Organization for Nuclear Research)
Atomic Ops: Fused Gated DeltaNet-2 Kernels for TPU v5e in JAX/Pallas
OpenAlex citations: 0