On-device speech
int-stt-lab
Research into integer-arithmetic CTC speech-to-text for on-device deployment, including a documented path toward Snapdragon hardware validation.
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Research that stays close to evidence and implementation.
Axiomara’s research work explores efficient on-device intelligence, continual learning, and practical ways to make capable systems more understandable and dependable.
Continual learning
True AI
A local, from-scratch research framework for retrieval, memory, web-grounded learning, and explicit reasoning architecture.
Read the project overviewEngineering methods
LLAgent
A deterministic local-first workflow engine for bounded project context, evidence packs, state, and verifiable engineering steps.
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