Data Science & ML Claude 스킬

Excel Pivot Wizard

Generates professional Excel pivot tables and visualizations from raw data using simple natural language commands.

Clinical Report Writing

Generates standardized, regulatory-compliant clinical documentation and medical reports following global healthcare guidelines.

Vertex AI Media Master

Automates complex Google Vertex AI multimodal operations for advanced video processing, high-fidelity image generation, and end-to-end marketing campaign orchestration.

ML Experiment Tracking Setup

Automates the integration and configuration of experiment tracking tools like MLflow and Weights & Biases for machine learning projects.

Excel Variance Analyzer

Automates financial budget-vs-actual variance analysis with professional reporting, automated commentary, and executive summaries.

Transfer Learning Adapter

Automates the fine-tuning and adaptation of pre-trained machine learning models for specific tasks and new datasets.

Scientific Brainstorming Partner

Facilitates collaborative research ideation to generate novel hypotheses, identify research gaps, and develop innovative scientific methodologies.

Arboreto Gene Network Inference

Infers large-scale gene regulatory networks from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.

Senior ML Engineer

Productionizes machine learning models and builds scalable MLOps systems with world-class engineering standards.

Benchling R&D Integration

Integrates Claude with the Benchling R&D platform to automate lab data management, registry entities, and inventory workflows via Python SDK and REST API.

ENA Bioinformatics Database

Accesses and retrieves nucleotide sequences, raw reads, and genomic metadata from the European Nucleotide Archive (ENA).

DiffDock Molecular Docking

Predicts high-accuracy 3D protein-ligand binding poses using state-of-the-art diffusion-based deep learning models.

Data Preprocessing Pipeline

Builds and executes automated ETL pipelines for cleaning, validating, and transforming raw datasets into model-ready formats.

Clinical Decision Support

Generates publication-ready clinical decision support documents, biomarker-stratified cohort analyses, and evidence-based treatment guidelines.

Aeon Time Series ML

Provides a comprehensive toolkit for time series machine learning including classification, forecasting, and anomaly detection using scikit-learn compatible APIs.

AI Agent System Orchestrator

Orchestrates complex multi-agent systems using the AI SDK v5 to facilitate intelligent task routing and seamless agent handoffs.

DrugBank Database Analysis

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for research, drug discovery, and interaction analysis.

Data Visualization Creator

Transforms raw datasets into insightful charts, plots, and graphs using intelligent data analysis and automated library selection.

BioRxiv Scientific Database Search

Enables efficient searching, metadata retrieval, and PDF downloads from the bioRxiv preprint server for life sciences research.

Model Explainability Tool

Provides interpretability and transparency for machine learning models by explaining predictions and identifying key feature importance.

ETE Toolkit Phylogenetic Analysis

Analyzes, manipulates, and visualizes phylogenetic and hierarchical trees for genomic research and bioinformatics.

Anomaly Detection System

Identifies outliers and unusual patterns in datasets using advanced machine learning algorithms.

Time Series Forecaster

Predicts future values and identifies patterns in historical time-dependent data using advanced statistical models.

Research Information Lookup

Conducts real-time academic research and technical documentation searches using Perplexity's Sonar models with automated citations.

Biomni Biomedical AI

Executes autonomous multi-step biomedical research tasks across genomics, drug discovery, and clinical analysis.

Deep Learning Optimizer

Optimizes deep learning models by refining architectures, tuning hyperparameters, and improving training efficiency.

Excel LBO Modeler

Automates the creation of professional-grade Leveraged Buyout (LBO) models in Excel for private equity and investment analysis.

Transfer Learning Adapter

Automates the fine-tuning and adaptation of pre-trained machine learning models for new tasks and datasets.

LatchBio Bioinformatics Integration

Develops, deploys, and manages serverless bioinformatics pipelines using the Latch SDK and cloud infrastructure.

Scientific Resource Detector

Detects system hardware capabilities to provide strategic recommendations for computationally intensive scientific tasks.