Data Science & ML Habilidades de Claude

Geoscience Lithology Logs

Create, visualize, and analyze structured lithological and stratigraphic logs for geoscience well data.

PyVista 3D Geoscience Visualization

Generates high-fidelity 3D visualizations and mesh analyses for geological models, seismic data, and well trajectories using PyVista and VTK.

ObsPy Seismology Data Processing

Processes seismic waveforms and earthquake data using the ObsPy library for comprehensive seismological analysis and signal processing.

PyMC Bayesian Modeling

Build, fit, and diagnose sophisticated Bayesian statistical models using PyMC v5+ and ArviZ.

Welly Well Data Analysis

Analyzes subsurface well log data and manages multi-well projects using advanced curve processing and formation top tracking.

GemPy 3D Geological Modeling

Builds sophisticated 3D structural geological models using implicit methods from surface points and orientation data.

Verde Spatial Data Gridding

Grids and interpolates scattered spatial data using machine-learning style APIs and processing pipelines.

Devito Seismic & PDE Solver

Implements high-performance finite-difference wave propagation and symbolic PDE solving for geoscience applications.

Pooch Data Management

Automates scientific data fetching, local caching, and integrity verification for reproducible workflows.

Bruges Geophysics & Rock Physics

Performs complex geophysical calculations, AVO modeling, and rock physics simulations for seismic data analysis.

Magnetotelluric Analysis (mtpy)

Processes and models magnetotelluric (MT) geophysical data using the mtpy library to analyze subsurface resistivity.

PetroPy Petrophysical Analysis

Performs advanced formation evaluation and petrophysical analysis directly from well log data using industry-standard calculations.

Well Log Evaluation Workflow

Automates the end-to-end formation evaluation pipeline from raw LAS/DLIS data to petrophysical analysis and 3D visualization.

Landlab Surface Process Modeling

Builds 2D numerical models for landscape evolution, erosion, hydrology, and geomorphology using the Landlab Python framework.

Disba Surface Wave Dispersion

Computes surface wave dispersion curves and sensitivity kernels for layered Earth models with high-performance Numba acceleration.

Geological 3D Modelling Workflow

Build complex 3D geological models from spatial data, boreholes, and GIS inputs using GemPy, LoopStructural, and PyVista.

GeostatsPy Geostatistical Analysis

Performs GSLIB-inspired geostatistical analysis including variogram modeling, kriging interpolation, and spatial simulations.

Clarity Gate

Enforces epistemic quality in documentation to prevent LLM hallucinations in RAG systems.

Clarity Gate

Verifies and enforces epistemic quality in documents to prevent LLM hallucinations within RAG systems and knowledge bases.

Clarity Gate

Enforces epistemic quality and uncertainty markers in documents to prevent hallucinations in RAG systems and LLM workflows.

Everyrow AI Data Processor

Transforms pandas dataframes using AI-powered qualitative ranking, semantic deduplication, and research-based filtering.

SimPEG Geophysics Inversion

Performs complex geophysical forward modeling and inversion for subsurface physical property mapping.

Lasio Well Log Parser

Read, write, and manipulate LAS (Log ASCII Standard) well log files for borehole geophysical and petrophysical data analysis.

HEPData Physics Explorer

Searches and retrieves experimental high-energy physics data tables and cross-section measurements from the HEPData repository.

LiteLLM Integration

Simplifies LLM API integration by providing a unified Python interface for over 100 providers using a consistent OpenAI-compatible format.

Zenodo Research Data Access

Searches, retrieves, and downloads scientific datasets, software, and research artifacts from the Zenodo open repository.

SAP Data Intelligence Cloud Development

Builds and optimizes data processing pipelines, integrations, and machine learning scenarios within the SAP Data Intelligence Cloud environment.

SAP Cloud SDK for AI

Integrates SAP AI Core and Generative AI Hub capabilities into JavaScript and Java applications with enterprise-grade orchestration and security features.

SAP HANA Machine Learning (hana-ml)

Develops and deploys in-database machine learning models using the SAP HANA Python Client for PAL, APL, and AutoML workflows.

SAP AI Core

Deploys and manages enterprise AI/ML workloads, Generative AI Hub models, and orchestration pipelines on SAP BTP.