I'm working on
5 minutes ago
Small, dependency-free inference cores that run ML on-device, and the measurement work showing what compression actually costs. Echo: a readiness classifier in portable C and WebAssembly, right-sized 309 KB to 28 KB, benchmarked on Arm64 and x86 with parity testing.
I'm looking for
5 minutes ago
Collaborators on efficient inference and model compression for on-device agentic systems. Also validation partners for physiological readiness research in athletic and high-stress settings, and sponsored research on multimodal biosignal fusion.
About
Founder of Vector Research Labs (SDVOSB). Former U.S. Navy Air Traffic Controller transitioning operational stress management into predictive biometric hardware. VRL provides biometrically-gated workforce architecture for zero-fail environments (Clinical, DoD, Advanced Manufacturing). We retain 100% ownership of our IP and provisional patents, with MTSU secured as our Founding Licensee for pilot deployment. VRL holds active CAGE/UEI status and is advancing through the federal dual-use tech pipeline.
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