Data Science & ML Habilidades de Claude

Matplotlib Data Visualization

Generates publication-quality static, animated, and interactive visualizations using Python's foundational plotting library.

TorchDrug Machine Learning

Facilitates machine learning for drug discovery using a PyTorch-based toolkit for molecular property prediction, protein modeling, and retrosynthesis.

Dynamic AI Architectures

Implements and manages neural networks that adapt, grow, or prune their topology during training to optimize capacity and prevent catastrophic forgetting.

fal.ai Text-to-Image

Generates high-quality AI images using leading models like FLUX, SDXL, and Ideogram through the fal.ai API.

Fal.ai Performance & Cost Optimizer

Optimizes fal.ai AI model deployments for maximum speed, minimal latency, and reduced infrastructure costs.

fal.ai Image-to-Video Animation

Animates static images into high-quality cinematic videos using leading AI models like Kling, Luma, and Runway via the fal.ai API.

FFmpeg & OpenCV Integration Guide

Facilitates seamless video processing pipelines by integrating FFmpeg's robust I/O with OpenCV's powerful image manipulation capabilities.

Skill Integration

Standardizes how AI agents discover, reference, and compose skills using a progressive disclosure architecture.

Python Performance Optimization

Optimizes Python codebases through systematic profiling, algorithmic efficiency, and advanced acceleration techniques.

Data Processing Essentials

Streamlines data manipulation, information processing, and analytical workflows within Claude Code.

FAL AI Image-to-Image & Enhancement

Transforms, edits, and enhances images using state-of-the-art fal.ai models including FLUX, ControlNet, and advanced upscalers.

Fal.ai Model Selection Guide

Provides expert guidance and decision trees for selecting optimal fal.ai models based on quality, speed, and cost requirements.

Python Video Pipeline

Builds high-performance, GPU-accelerated video processing workflows using FFmpeg, OpenCV, and serverless infrastructure.

Next.js Modal Integration

Bridges Next.js applications with Modal.com for high-performance AI inference, GPU workloads, and heavy serverless compute.

fal.ai API Reference

Provides comprehensive documentation and implementation patterns for integrating fal.ai's generative AI models via JavaScript, Python, and REST APIs.

Fal.ai Video-to-Video

Enhances and transforms videos using advanced AI models for style transfer, upscaling, and object replacement.

Python OpenCV Master

Streamlines computer vision development with expert patterns for image processing, video analysis, and deep learning inference using OpenCV.

fal.ai Text-to-Video Master

Generates professional cinematic videos from text descriptions using state-of-the-art models like Kling, Sora, and Runway.

Fal.ai Audio Mastery

Integrates fal.ai audio models for high-accuracy speech-to-text, premium text-to-speech, and advanced voice cloning.

Multi-LLM Consult

Consults external AI models like Gemini and OpenAI to provide second opinions, code reviews, and alternative implementation plans.

Multi-LLM Consultant

Consults external LLMs like Gemini, OpenAI, and Qwen to provide second opinions, code reviews, and alternative implementation plans.

Keboola Data App Developer

Develops and optimizes Streamlit data applications for the Keboola platform using a robust validate-build-verify workflow.

CSV Data Summarizer

Analyzes CSV files automatically to generate comprehensive statistical summaries and tailored visualizations using Python and pandas.

Anthropic Prompt Engineer

Implements Anthropic's official prompt engineering techniques to generate, optimize, and refine prompts for high-performance Claude AI interactions.

OpenAI Prompt Engineer

Generates and optimizes high-quality prompts for modern large language models using advanced techniques like chain-of-thought, few-shot learning, and structured formatting.

Excel Spreadsheet Operations

Automates the creation, editing, and analysis of Excel spreadsheets with support for complex formulas and industry-standard financial modeling.

AutoRegMonkey Econometrics Agent

Automates complex econometric analysis by integrating LLM planning with RAG knowledge, Stata modeling, and Python data processing.

Runware AI Provider Integration

Automates the discovery and implementation of Runware AI image and video generation models into the CreativeEditor SDK.

Pixi Package Manager

Manages fast, reproducible scientific Python environments by unifying conda and PyPI ecosystems with multi-platform lockfile support.

Excel & Spreadsheet Automation

Automates the creation, editing, and analysis of professional Excel spreadsheets with advanced formula support and financial modeling standards.