Panny Malialis

Mechanistic interpretability, LLM activation visualization, edge inference (Raspberry Pi, Apple Silicon), model quantization (FP16/INT8, MoE architectures), memory systems and recursive models, 3D/WebGPU visualization of neural networks, embodied AI and robotics integration, on-device LLM deployment