FPGA-based TinyML accelerator for real-time machine health monitoring and bearing fault detection. Combines a PicoRV32 RISC-V soft core with a custom Verilog RTL neural network accelerator, reducing inference from 30,382 to 206 cycles and achieving ~147× speedup through hardware acceleration. Edge AI | RISC-V | Verilog | TinyML
Sofia is an advanced artificial intelligence model designed for natural language processing (NLP) with quantum-inspired neural architecture. This system combines cutting-edge deep learning techniques with quantum computing principles to achieve unprecedented levels of language
Explainable predictive-maintenance system for industrial machine failure detection, calibrated risk scoring, SHAP-based explanations, and an interactive Streamlit health console.
Acoustic Machine Health Intelligence: explainable acoustic condition monitoring for industrial machine audio.
System health auditor for AI-powered development machines. Ten Gate scoring maps machine metrics to creative capacity. CLI + MCP server + Claude Code plugin. By Arcanea.
Augury — independent third-party profile of a public API surface, by API Evangelist. Augury is a New York City-headquartered industrial AI company founded in 2011 by Gal Shaul and Saar Yoskovitz that profiles itself as the leader in Machine Health and Production Health for manufacturing.
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