3. Data, Science & AI

Enables programmatic access to MathSciNet for retrieving mathematical reviews and bibliographic data to support academic research.

Calculates tumor mutation burden (TMB) and microsatellite instability (MSI) for immunotherapy biomarker assessment in oncology.

Designs KPI dashboards and tracking mechanisms for performance measurement and reporting through data visualization.

Optimizes quantum circuits through gate reduction and depth minimization for efficient hardware execution.

Creates statistical process control charts with automatic control limit calculation and special cause detection for quality analysis.

Aggregates and normalizes KPI metrics from multiple portfolio companies for unified business analysis.

Performs flexible and rigid pavement design calculations using AASHTO and MEPDG engineering methods.

Formulates and solves linear programming models for resource allocation, production planning, and capacity optimization.

Simplifies Pinecone vector database setup and configuration for RAG (Retrieval-Augmented Generation) applications.

Enables musculoskeletal modeling and biomechanical simulation using OpenSim for research and analysis in biomechanics.

Expert skill for designing Gazebo Classic and Ignition/Gazebo simulation worlds with terrain, physics, sensors, and custom plugin development.

Solves integer and mixed-integer programming problems for discrete decision optimization in combinatorial scenarios.

Optimizes transportation, assignment, and flow problems on graph structures using network optimization techniques.

Automates statistical analysis, missing value detection, data type inference, and memory optimization for pandas DataFrames.

Optimizes PostgreSQL database performance through query tuning, indexing strategies, and advanced features like full-text search and JSONB handling.

Creates detailed style specifications for AI music generation including genre, BPM, instrumentation, vocals, and reference tracks.

Provides design guidance for crystallization processes, including nucleation control, crystal size distribution, and equipment selection.

Optimizes SQL queries across data warehouses like Snowflake and BigQuery with platform-specific performance recommendations.

Provides AI-powered conversation analytics from Gong.io to extract sales insights and coaching opportunities from sales interactions.

Optimizes text prompts for AI music platforms like Suno and Udio, ensuring platform-specific syntax compliance and enhanced output quality.

Simulates vehicle dynamics including wheel colliders, suspension behavior, and aerodynamic forces for realistic physics in simulations.

Configures Milvus distributed vector database for scalable RAG (Retrieval-Augmented Generation) applications in AI systems.

Performs scale-up analysis using dimensional analysis and similarity criteria to facilitate smooth transitions from pilot to production scale in engineering processes.

Provides species-level metagenomic profiling for microbial community composition analysis from genomic data.