1. Software Development

Configures and analyzes NVIDIA Nsight profiling sessions to optimize GPU application performance, interpreting kernel metrics, memory bandwidth, and occupancy.

Enables LLMs to interact with Unreal Editor for C++/Blueprint development, actor lifecycle, and plugin creation via MCP servers.

Verifies correctness of concurrent data structure implementations by checking linearizability, a key property in concurrent programming.

Provides A* pathfinding implementation with customizable heuristics for efficient route calculation in grid-based environments.

Enables API mocking, request handling, and integration testing for frontend applications using Mock Service Worker.

Automates GraphQL schema generation from data models with resolver stubs and GraphQL Federation support for scalable API development.

Expert assistance in implementing and verifying the AMBA AXI protocol for FPGA-based system designs.

Provides testing utilities for React components with accessibility checks, user event simulation, and query patterns.

Provides guidance for implementing WAI-ARIA roles, states, and properties to enhance web accessibility.

Expert guidance for implementing unit and integration tests with Jest in JavaScript and TypeScript projects.

Expert assistance for implementing, debugging, and optimizing gRPC services in backend applications.

Guides Angular application development using core patterns including components, services, and dependency injection for enterprise solutions.

Analyzes and optimizes desktop application bundle size to enhance performance and reduce load times.

Enables direct peer-to-peer connections through NAT traversal techniques with fallback relay server support for reliable communication.

Automates the application of advanced dynamic programming optimization techniques in code for improved performance.

Analyzes application performance through CPU, memory profiling, and flame graph visualization for developers.

Migrates applications to event-sourcing architecture with event extraction, store setup, and CQRS implementation.

Enables pixel-perfect CSS adjustments with Tailwind, CSS Modules, and plain CSS for frontend development.

Configures NVIDIA NVENC encoding and NVDEC decoding pipelines, handles codec settings, and integrates with CUDA for video processing tasks.

Generates React-based terminal UI components with Ink, including hooks, state management, and layout structures for command-line applications.

Automates creation of Click-based Python command-line interfaces with structured project layouts and modern Python patterns.

Provides tools for Unity multiplayer networking, including RPCs, state synchronization, and server-authoritative gameplay implementation.

Generates validation logic for mutually exclusive CLI argument groups with clear error messages.

Generates MCP capability declarations from tool and resource inventory with proper versioning and feature flag management for software systems.