Search Skills

Processes 10X Genomics single-cell RNA-seq data using Cell Ranger for alignment, quantification, and analysis.

Provides techniques to minimize simulation-to-reality gap in AI models, ensuring effective transfer to physical environments through validation methods.

Enables interactive visualization and review of genomic data using the Integrative Genomics Viewer (IGV) for bioinformatics analysis.

Analyzes code execution to pinpoint performance issues and optimize application speed.

Calculates material quantities for construction projects including concrete, steel, earthwork, and other materials.

Analyzes SEM-EDS data to determine material morphology and elemental composition for scientific research and materials characterization.

Optimizes CUDA Unified Memory configurations, prefetching strategies, and migration profiling for GPU-accelerated AI applications.

Constructs M&A merger models with accretion/dilution analysis and synergy modeling for strategic business decisions.

Analyzes intercompany transfer pricing to ensure tax regulatory compliance, provides benchmarking data, and generates required documentation.

Visualizes cross-project dependencies to optimize portfolio management and resource allocation strategies.

Automates hyperparameter tuning for ML models using Optuna with advanced search, pruning, and visualization capabilities.

Expertly implements Debug Adapter Protocol for seamless debugger integration into development environments.

Constructs tight-binding models using maximally localized Wannier functions for electronic structure calculations in condensed matter physics.

Configures ROS2 Nav2 navigation stack and behavior trees for robotic navigation systems.

Generates visual module dependency graphs with circular dependency detection and coupling metrics for codebase analysis.

Generates and optimizes Dockerfiles for efficient application containerization, enhancing deployment consistency and scalability.

Analyzes and visualizes software architecture patterns, dependencies, and module boundaries for migration planning.

Provides deep competitive intelligence and market positioning analysis to inform strategic business decisions.

Configures digital code signing and macOS notarization for secure distribution of Windows and macOS application binaries.

Provides realistic character physics simulation with joint constraints and hit reaction capabilities for 3D animation and game development.

Applies small, language-specific code optimizations to improve performance without altering functionality.

Creates NSMenu and NSStatusItem configurations for macOS menu bar applications using Apple's AppKit framework.

Configures visual regression testing with Percy, Chromatic, or custom screenshot comparison for automated UI validation.

Assists in drafting, editing, and refining academic and scientific documents for clarity, structure, and scholarly standards.