Projects

Selected work across mathematics, machine learning, and systems.

01 Mathematics

Mathematical-Note

GitHub ↗

A bilingual LaTeX book on mathematics and axiomatization, moving from logic and set theory through analysis, linear algebra, abstract algebra, topology, complex analysis, graph theory, and probability.

LaTeX · Mathematics · Notes
02 Multi-agent Learning

simeco

GitHub ↗

A spatial predator–prey simulation for studying emergent communication: individually learning animals, costly meaning-free signals, and a batched CPU/XPU execution backend.

Python · Multi-agent · PyTorch · XPU
03 Systems

heterotorch

GitHub ↗

A PyTorch-style execution runtime for Intel CPU, XPU, and OpenVINO NPU devices, with explicit compilation, mixed-device execution, and reproducible benchmarks.

Python · Systems · XPU · NPU
04 Neural Search

ChessModel

GitHub ↗

A neural chess engine that distills Stockfish analysis into a compact policy/WDL network and plays through batched PUCT search on Intel Arc XPU.

Python · Distillation · PUCT · XPU