Data Science & ML Habilidades de Claude

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.

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 Embeddings Visualization

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

FiftyOne Python Code Style

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

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.

Quantitative Sociology Findings Writer

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

Systematic Literature Search

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

Local Text-to-Speech

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

R Statistical Analyst for Sociology

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

Sociology Prompt Optimizer

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

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 Text Analyst

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

Qualitative Sociology Findings Writer

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

Zotero RAG Library Search

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

Tradovate Indicator Scaffolding

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

AI Ethics & Fairness Validator

Validates the ethical implications and fairness of AI/ML models and datasets to ensure responsible development.

ML Pipeline Workflow

Orchestrates end-to-end MLOps pipelines from data preparation and model training through to production deployment and monitoring.

Clustering Algorithm Runner

Executes and visualizes machine learning clustering algorithms to discover patterns and groupings within complex datasets.

Owlex AI Council

Orchestrates multi-agent deliberations and structured critiques across multiple LLMs to provide optimized architectural and coding recommendations.

Roundtable AI Delegation

Orchestrates specialized AI sub-agents to solve complex engineering problems through parallel task delegation.

Gemini Consultant

Consults Google's Gemini 3 Pro with real-time web search and vision to provide Claude with verified facts and multimodal analysis.

RAG Implementation

Builds robust Retrieval-Augmented Generation (RAG) systems to ground LLM applications with external knowledge and proprietary data.

Excel & Spreadsheet Mastery

Automates advanced spreadsheet creation, data analysis, and professional financial modeling with rigorous formula validation.