Data Science & ML Habilidades de Claude

Chroma Vector Database

Manages local and self-hosted vector embeddings for RAG-based AI applications and semantic search.

Moon Dev AI Trading Agents

Orchestrates over 48 specialized AI agents for autonomous cryptocurrency trading, market analysis, and backtesting across multiple exchanges.

ClinicalTrials.gov Database Connector

Queries the ClinicalTrials.gov API v2 to search, retrieve, and analyze clinical trial data for research and patient matching.

OpenAlex Academic Database

Queries and analyzes over 240 million scholarly works, authors, and institutions via the OpenAlex API.

Scanpy Single-Cell Analysis

Performs comprehensive single-cell RNA-seq analysis including quality control, clustering, and cell type annotation using the Scanpy framework.

Plotly Data Visualization

Generates interactive, publication-quality data visualizations and dashboards using the Plotly Python library.

DrugBank Database Analysis

Provides programmatic access and comprehensive analysis of the DrugBank database for pharmaceutical research and bioinformatics workflows.

ArXiv Research Search

Searches the arXiv preprint repository for scholarly articles in computer science, physics, mathematics, and quantitative biology.

Aeon Time Series Machine Learning

Provides specialized algorithms and workflows for advanced time series tasks including forecasting, classification, and anomaly detection.

Benchling Lab Integration

Automates life sciences research data management by integrating Claude with the Benchling R&D platform's registry, inventory, and notebooks.

QuTiP Quantum Simulation

Simulates and analyzes open and closed quantum mechanical systems using the QuTiP Python library.

ClinicalTrials.gov Database

Queries the ClinicalTrials.gov API to search for medical studies, retrieve trial details, and export structured clinical research data.

arXiv Search

Searches the arXiv preprint repository for scholarly articles across various scientific and technical domains.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank, including drug properties, interactions, targets, and chemical structures.

Cirq Quantum Computing

Designs, simulates, and executes quantum circuits on simulators and real quantum hardware using Google's Cirq framework.

Hypogenic Research Assistant

Accelerates scientific discovery by automating the generation, refinement, and testing of research hypotheses using large language models and observational datasets.

Data Visualization Plots

Generates publication-quality scientific visualizations and data plots locally using Python's Matplotlib and Seaborn libraries.

RAG Implementation Pro

Builds high-performance Retrieval-Augmented Generation systems using vector databases, semantic search, and advanced retrieval patterns.

Ensembl Genome Database

Queries the Ensembl REST API to retrieve gene annotations, sequences, variants, and comparative genomics data for over 250 species.

ML Pipeline Workflow

Builds end-to-end MLOps pipelines for data preparation, model training, validation, and production deployment.

NeuroKit2 Biosignal Processing

Processes and analyzes comprehensive physiological signals including ECG, EEG, and EDA for psychophysiology and clinical research.

Flow Nexus Neural Networks

Trains and deploys sophisticated neural network architectures across distributed E2B sandbox environments.

DrugBank Database Analysis

Accesses and analyzes comprehensive pharmaceutical data from DrugBank including drug properties, interactions, and molecular structures.

NeuroKit2 Biosignal Analysis

Processes and analyzes physiological signals like ECG, EEG, and EDA using the NeuroKit2 Python library.

ML Pipeline Workflow

Builds end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment.

Denario Scientific Research Automation

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

LLM Performance Evaluation

Implements comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking.

Reactome Database Integration

Integrates Reactome's open-source curated pathway database for biological pathway analysis, gene mapping, and systems biology research.

Scientific Hypothesis Generation

Generates rigorous, testable scientific hypotheses and detailed experimental designs based on observations and existing literature.

PDF Report Generator

Generates professional, multi-page PDF reports with formatted text, tables, and embedded visualizations using the ReportLab library.