Data Science & ML Habilidades de Claude

Biopython Bioinformatics Toolkit

Streamlines computational molecular biology tasks including sequence analysis, NCBI database integration, and structural protein modeling.

NeuroKit2 Biosignal Processing

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

Financial Statement Analyzer

Calculates and interprets key financial ratios from corporate data to provide deep investment and performance insights.

Arboreto GRN Inference

Infers gene regulatory networks (GRNs) from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.

Plotly Data Visualization

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

Arboreto GRN Inference

Infers large-scale gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

Financial Statement Analyzer

Calculates and interprets comprehensive financial ratios from statement data to facilitate deep investment analysis and performance benchmarking.

Financial Statement & Ratio Analyzer

Calculates and interprets key financial ratios from corporate statements to streamline investment analysis and performance benchmarking.

ArXiv Research Search

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

Financial Statement Analysis

Calculates and interprets comprehensive financial ratios from balance sheets and income statements to provide actionable investment insights.

Arboreto GRN Inference

Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

BioServices Bioinformatics Integration

Access over 40 bioinformatics web services and databases including UniProt, KEGG, and ChEMBL through a unified Python interface.

AgentDB Vector Search

Implements ultra-high-performance semantic vector search and document retrieval for Claude-powered RAG systems and intelligent knowledge bases.

AgentDB Vector Search

Integrates high-performance semantic vector search and HNSW indexing for intelligent document retrieval and RAG systems.

AgentDB Vector Search

Implement high-performance semantic search and vector storage for intelligent document retrieval and RAG systems.

AgentDB Vector Search

Implement high-performance semantic vector search and intelligent document retrieval using AgentDB optimized HNSW indexing and quantization.

Arboreto Gene Regulatory Network Inference

Infers gene regulatory networks from transcriptomics data using scalable gradient boosting and random forest algorithms.

AgentDB Memory Patterns

Implements high-performance persistent memory and context management for AI agents using AgentDB.

AI Multimodal Processing

Processes and generates audio, video, images, and complex documents using Google Gemini's advanced multimodal API capabilities.

bioRxiv Database Search

Accesses and searches the bioRxiv preprint server to retrieve life sciences research metadata and download full-text PDFs.

ClinVar Database Integration

Queries and interprets NCBI ClinVar data to evaluate human genetic variant pathogenicity and clinical significance for genomic medicine.

Adaptyv Protein Engineering

Automates protein sequence optimization and experimental validation through cloud-based laboratory testing.

BioServices Bioinformatics Suite

Accesses and integrates data from over 40 bioinformatics web services and databases using a unified Python API.

Benchling Integration

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

Molfeat Molecular Featurization

Standardizes and automates molecular featurization to convert chemical structures into machine-learning-ready numerical representations.

DNAnexus Genomics Integration

Develops, deploys, and manages genomics pipelines and biomedical data on the DNAnexus cloud platform.

Benchling R&D Integration

Automates laboratory data management and life sciences R&D workflows by integrating with the Benchling platform via Python SDK and REST API.

Financial Modeling Suite

Generates sophisticated financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decision-making.

Model Registry Maintainer

Manages AI model configurations, pricing, and capabilities within backend registries for LLM-powered applications.

ClinicalTrials.gov Search & Analytics

Queries the ClinicalTrials.gov API v2 to search for trials, analyze research trends, and extract detailed study data.