Data Science & ML Habilidades de Claude

Vercel AI SDK Core & v6 Migration

Implements advanced AI backend logic using Vercel AI SDK versions 5 and 6, facilitating model orchestration, agentic workflows, and seamless version migrations.

Google Gemini API Integration

Integrates Google Gemini AI models using the latest high-performance SDK for text, multimodal, and agentic workflows.

Google Gemini Embeddings

Generates high-performance text embeddings for RAG systems, semantic search, and document clustering using the Gemini API.

Financial Modeling Suite

Builds advanced financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for data-driven investment decisions.

Vaex Big Data Processing

Analyzes and visualizes massive tabular datasets exceeding available RAM using high-performance out-of-core DataFrame operations.

DNAnexus Integration

Develops genomics pipelines and manages cloud-based biomedical data using the DNAnexus platform and dxpy Python SDK.

DNAnexus Genomics Integration

Streamlines biomedical data analysis and genomics pipeline development on the DNAnexus cloud platform.

Hypogenic Scientific Research Skill

Generates and tests scientific hypotheses from observational datasets and research literature using automated LLM frameworks.

Denario Scientific Research Assistant

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

Denario Research Automator

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

COSMIC Cancer Mutation Database

Accesses and queries the world's most comprehensive database of somatic mutations for cancer research and precision oncology.

deepTools NGS Analysis

Analyzes high-throughput sequencing data (NGS) through automated quality control, normalization, and publication-quality visualization.

DrugBank Database Integration

Provides programmatic access to DrugBank's extensive bio- and cheminformatics data for pharmaceutical research and drug discovery.

BioServices Bioinformatics Toolkit

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

ClinicalTrials.gov Search & Analytics

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

Biomni Biomedical AI Agent

Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous agent reasoning.

ENA Database Integration

Accesses and retrieves nucleotide sequence data, raw reads, and genome assemblies from the European Nucleotide Archive (ENA).

ClinVar Genetic Variant Analysis

Queries and interprets NCBI ClinVar data to identify the clinical significance of human genetic variants.

Benchling R&D Integration

Automates laboratory data management and R&D workflows by integrating with Benchling's registry, inventory, and electronic lab notebook systems.

Benchling Integration

Automates life sciences R&D workflows by integrating with the Benchling platform for inventory management, registry entities, and electronic lab notebooks.

Biomni Biomedical AI Agent

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

Financial Statement Analyzer

Calculates and interprets key financial ratios and performance metrics from corporate financial statements to support investment analysis.

Benchling R&D Integration

Automates life sciences research workflows by integrating Benchling's registry, inventory, and electronic lab notebook via Python SDK and API.

AgentScope Analyzer

Facilitates deep analysis and navigation of the AgentScope library to assist in building multi-agent systems.

PyTorch Lightning

Streamlines deep learning workflows by organizing PyTorch code into scalable, modular structures for multi-GPU and TPU training.

AgentDB Learning Plugins

Empowers Claude to create, train, and deploy self-learning autonomous agents using nine specialized reinforcement learning algorithms.

Screening Manager

Manages systematic literature screening by evaluating titles and abstracts against formal research protocols to generate auditable logs.

Survey Seed Harvest

Extracts taxonomy seeds and hierarchical topics from academic survey papers to bootstrap research structures.

Evidence Synthesis Writer

Synthesizes structured research data into comprehensive, evidence-backed narratives for systematic reviews.

Research Evidence Auditor

Audits research claims against supporting evidence to identify gaps, unsupported assertions, and weak evaluation protocols.