Engineering dispatches, architecture notes & research.
Direct technical documentation, design decisions, biomedical telemetry notes, and organizational philosophy written by the Avyantrix engineering and research groups.
Architecting WRev: Synchronizing Physiological Flow & Environmental Telemetry at the Edge
A deep dive into how multi-modal sensor fusion, micro-turbine differential sensing, and local baseline drift algorithms operate under strict edge power budgets.
All Publications & Notes
Architecting WRev: Synchronizing Physiological Flow & Environmental Telemetry at the Edge
A deep dive into how multi-modal sensor fusion, micro-turbine differential sensing, and local baseline drift algorithms operate under strict edge power budgets.
From Hackathon Prototypes to a Long-Term Innovation Organisation
The foundational principles behind evolving from a rapid sprint team into an institution designed for repeatable engineering, deep research, and venture development.
Deploying Deterministic TinyML on Constrained Physiological Silicon
How quantization, structured pruning, and deterministic memory allocation enable real-time anomaly detection on microcontrollers with less than 256KB of SRAM.
Why We Cultivate a Selective, Multi-Disciplinary Builder Network
Meaningful technology cannot be engineered in mono-disciplinary isolation. The Avyantrix community thesis connects hardware engineers, software developers, clinical researchers, and systems designers.