Data Science & ML Habilidades de Claude

BioServices Bioinformatics Toolbox

Provides programmatic access to over 40 bioinformatics web services and databases for integrated biological data analysis and workflow automation.

Machine Learning Model Trainer

Automates the end-to-end process of training, evaluating, and persisting machine learning models from provided datasets.

NCBI GEO Data Integration

Accesses and processes gene expression and functional genomics data from the NCBI Gene Expression Omnibus repository.

Llamafile Local LLM Manager

Configures and manages Mozilla Llamafile to run high-performance GGUF models locally with an OpenAI-compatible API.

LiteLLM Integration

Simplifies Python-based LLM interactions by providing a unified interface for over 100 cloud and local providers using the OpenAI format.

Gemini Embeddings Integration

Generates high-performance text embeddings via the Google Gemini API for semantic search, RAG, and data classification tasks.

PubChem Database Integration

Accesses and queries the PubChem database via PUG-REST API and PubChemPy for comprehensive chemical informatics and compound analysis.

Gemini API Integration

Integrates Google's Gemini API suite into Claude Code for multimodal analysis, image generation, and real-time search grounding.

Matplotlib Visualization

Generates publication-quality scientific visualizations and complex multi-panel plots using Python's foundational Matplotlib library.

AI Model Versioning Tracker

Manages AI/ML model versions, performance metrics, and lineage tracking directly within the Claude Code environment.

Denario Research Assistant

Automates end-to-end scientific research workflows from data analysis and hypothesis generation to producing publication-ready LaTeX papers.

SHAP Model Interpretability

Provides expert guidance and implementation patterns for explainable AI using SHAP values across various machine learning models.

FiftyOne Duplicate Finder

Detects and manages duplicate or near-duplicate images in FiftyOne datasets using advanced brain similarity computations.

FiftyOne Python Code Style

Enforces official Voxel51 and FiftyOne Python coding conventions for consistent and maintainable development.

FiftyOne Embeddings Visualization

Visualizes computer vision datasets in 2D using dimensionality reduction to explore data structure, clusters, and outliers.

FiftyOne Plugin Developer

Builds custom FiftyOne operators and interactive panels to extend computer vision data workflows.

Machine Learning Model Trainer

Automates the end-to-end machine learning lifecycle from data analysis and model selection to training and performance evaluation.

Gemini CLI Integration

Facilitates seamless interaction with the Gemini CLI to leverage Google Gemini models directly within the Claude Code environment.

Local Text-to-Speech

Generates high-quality speech audio locally on Apple Silicon using MLX acceleration and the Kokoro model.

Systematic Literature Search

Automates systematic literature reviews for sociology and academic research using the OpenAlex API and structured screening workflows.

Qualitative Sociology Findings Writer

Drafts publication-ready methods and findings sections for qualitative research using advanced evidence presentation strategies.

R Statistical Analyst for Sociology

Conducts publication-ready quantitative sociological research using phased R workflows and rigorous econometric methods.

Academic Reading Agent

Automates the creation of structured markdown reading notes from academic PDFs and EPUBs for sociology and social science research.

Stata Statistical Analyst

Conducts rigorous, publication-ready statistical analysis in Stata for sociology and social science research.

Sociology Prompt Optimizer

Optimizes LLM prompts for high-accuracy text classification through a systematic, evaluation-driven workflow.

Sociology Text Analyst

Conducts systematic computational text analysis for sociology research using R or Python with a focus on validation and reproducibility.

Tradovate Indicator Scaffolding

Generates standardized JavaScript scaffolds and implementation patterns for Tradovate trading indicators.

Zotero RAG Library Search

Powers semantic search and contextual retrieval across local libraries of academic papers and markdown documents.

Sentiment Analysis & Opinion Mining

Analyzes text data to identify emotional tone, classifying content as positive, negative, or neutral for actionable insights.

Quantitative Sociology Findings Writer

Drafts publication-ready Results sections for quantitative sociology research based on established academic patterns.