Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.

Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.

NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel fusion, generate custom plugins, and profile inference performance.

Expert skill for Prometheus metrics and Grafana dashboards. Write and validate PromQL queries, generate Grafana dashboard JSON, create alerting and recording rules, analyze metric cardinality, and debug scrape configurations.

Render Graphviz DOT graphs to images with multiple layout algorithms

Generate and run mock API servers from OpenAPI specifications

Integration with security-focused static analysis tools

Robot kinematics and dynamics computation including forward/inverse kinematics and dynamics

Set up snapshot testing for CLI output with update workflows and diff reporting.

Support board of directors governance and meeting management

Blockchain node deployment and operations. Supports Ethereum execution and consensus clients, validator operations, node monitoring, MEV-Boost configuration, and archive node management.

Continuous vendor security monitoring for security ratings, breach notifications, and risk change detection

Cross-platform screen and window capture for screenshots and recording

Configure code signing for macOS and Windows binaries with notarization.

Integrate dotenv for environment variable loading with validation and type coercion.

ReadMe.com platform integration for API documentation. Sync OpenAPI specs, manage versions, configure API reference settings, automate changelogs, and integrate with metrics dashboards.

Expertise in RTL optimization for FPGA synthesis tools. Analyzes synthesis reports, applies attributes, and guides resource inference for optimal QoR.

Generate RPM spec files for Fedora, RHEL, and CentOS distributions

Track and manage subsidiary and entity information

BentoML skill for model packaging, serving, and containerization.