Data Science & ML Habilidades de Claude

Qiskit Quantum Framework

Builds, optimizes, and executes quantum circuits on IBM Quantum hardware and high-performance simulators.

NCBI GEO Explorer

Accesses and retrieves gene expression data from NCBI’s Gene Expression Omnibus (GEO) for bioinformatics and transcriptomics analysis.

DiffDock Molecular Docking

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

Voice Agent Architect

Architects high-performance AI voice systems using speech-to-speech and modular pipeline patterns for natural human interaction.

Medicinal Chemistry Toolkit

Applies medicinal chemistry rules and structural alerts to filter and prioritize compound libraries for drug discovery.

Hugging Face Model Evaluator

Automates the management and integration of standardized evaluation benchmarks into Hugging Face model cards.

Azure AI Document Intelligence for Java

Builds advanced document analysis applications using the Azure AI Document Intelligence SDK for Java.

ClinicalTrials.gov Database Access

Queries the ClinicalTrials.gov API v2 to search, retrieve, and export global clinical study data for research and patient matching.

Vector Index Tuning

Optimizes vector index performance to balance search latency, recall accuracy, and memory usage in production environments.

FRED Economic Data

Queries the Federal Reserve Economic Data (FRED) API to retrieve and analyze over 800,000 global economic time series and regional indicators.

Business Analyst Pro

Transforms raw data into actionable business insights using advanced analytics, KPI frameworks, and predictive modeling.

Reactome Database Integration

Integrates biological pathway analysis and molecular interaction data from the open-source Reactome database into systems biology workflows.

GeoMaster: Geospatial & Remote Sensing

Simplifies geospatial data analysis and remote sensing workflows across multiple programming languages and platforms.

Phylogenetics & Evolutionary Analysis

Reconstructs evolutionary histories by building, analyzing, and visualizing phylogenetic trees from biological sequences.

Hugging Face Tool Builder

Builds reusable CLI scripts and shell-friendly utilities for interacting with the Hugging Face Hub API and ecosystem.

GroqCloud Automation

Automates ultra-fast AI inference workflows including chat completions and audio translations using GroqCloud's high-performance API.

Hugging Face Hub CLI

Manages Hugging Face models, datasets, spaces, and infrastructure using the modern hf command-line interface.

PubMed Database Explorer

Facilitates advanced biomedical literature searches and programmatic data retrieval using PubMed's E-utilities API.

Nutrition Analyzer

Analyzes dietary data and provides personalized nutritional insights by correlating intake with health metrics like sleep and exercise.

Humanloop Automation

Automates Humanloop prompt management, evaluation, and monitoring workflows using the Rube MCP server.

MATLAB & Octave Scientific Computing

Performs advanced numerical computing, matrix operations, and scientific data visualization using MATLAB and GNU Octave syntax.

PyOpenMS Mass Spectrometry

Processes and analyzes complex mass spectrometry data for high-throughput proteomics and metabolomics workflows.

Statsmodels Statistical Modeling

Perform rigorous statistical modeling, econometrics, and hypothesis testing using Python's premier statistics library.

OpenAlex Scholarly Database

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

Matplotlib Visualization

Generates professional static, animated, and interactive visualizations using Python's foundational plotting library.

AI Agent Development Workflow

Builds sophisticated autonomous agents and multi-agent systems using industry-standard frameworks like CrewAI and LangGraph.

Context Optimization Pro

Optimizes AI context window usage through strategic compression, masking, and partitioning to maximize token efficiency and performance.

Startup Financial Modeling

Builds comprehensive 3-5 year financial models with revenue projections, cash flow analysis, and scenario planning for early-stage startups.

Conversation Memory

Implements persistent tiered memory systems for LLMs to manage short-term, long-term, and entity-specific context.

AI ML API Automation

Automates AI and Machine Learning API operations through the Composio ecosystem and Rube MCP.