Power consumption measurement and analysis expertise for embedded systems. Integrates with power analyzer tools to measure, profile, and optimize power consumption in battery-powered and energy-efficient designs.
Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection
Develop, validate, and adapt measurement instruments including factor analysis, reliability testing, and cross-cultural validation
Nanoparticle Tracking Analysis skill for single-particle size and concentration measurements
Laboratory Information Management System skill for nanomaterial sample tracking and data management
LabVIEW instrument control skill for DAQ systems, hardware integration, and real-time data acquisition
Measurement System Analysis skill for Gage R&R studies with variance component analysis.
Specialized skill for air pollution control equipment selection and design including scrubbers, baghouses, ESPs, oxidizers, and BACT/LAER determination.
Automated test equipment control and data acquisition skill for hardware validation, with VISA/SCPI instrument communication, test sequence scripting, and measurement uncertainty analysis.
Assist in constructing type soundness proofs using progress and preservation theorems
Supply chain master data quality monitoring and improvement skill
Sensor and robot calibration using specialized robotics calibration tools
Weights & Biases integration skill for experiment tracking, hyperparameter sweeps, and artifact versioning.
MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.
Green chemistry metrics calculation skill for atom economy, E-factor, and process mass intensity
Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations
Medical image processing algorithm validation skill for segmentation, detection, and analysis algorithms
Motion capture data processing and analysis skill for gait analysis and biomechanical studies
Supply chain discrete-event simulation for scenario testing and optimization
