A lightweight machine learning model for gender prediction based on Rwandan names using character-level n-gram features and logistic regression.

AMONuSeg

MindSpark: ThoughtForge — A rune-forged conversation engine by RuneForgeAI, built for tiny GPT-Nothing-class minds. Through guided memory, lean cognition, and relentless refinement, it gives small local models depth, presence, and will—bringing powerful AI to edge devices, low-power hardware, and the Third Path beyond bloated machine empires.

Open-source glaucoma detection AI for mobile/low-resource clinics using synthetic training data

Open working notes on distributed, modular AI architectures – exploring how many small, specialized models on existing hardware could complement (rather than replace) large LLMs for more sustainable, real‑world systems.

A Proof of Concept for the LEMA (Layer-wise Efficient Memory Abstraction) framework. Enables stable fine-tuning of Llama-2-7B on consumer-grade hardware (16GB VRAM) through layer-wise weight streaming and triple-buffer memory virtualization.