Data Science & ML Claude 스킬

Time Series Forecasting

Predicts future values and identifies temporal patterns by analyzing historical time series data within the Claude Code environment.

Transfer Learning Model Adapter

Automates the fine-tuning and adaptation of pre-trained machine learning models for specialized datasets and tasks.

Transfer Learning Adapter

Automates the fine-tuning and adaptation of pre-trained machine learning models for custom datasets and specialized tasks.

Scikit-learn Machine Learning

Streamlines machine learning workflows in Python using scikit-learn for classification, regression, clustering, and data preprocessing.

Conversation Memory

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

RAG Implementation Expert

Implements high-performance Retrieval-Augmented Generation systems using advanced chunking, hybrid search, and reranking strategies.

BlockRun AI Capability Extender

Empowers Claude with image generation, real-time X/Twitter data access, and multi-model routing via an autonomous micropayment wallet.

CrewAI Multi-Agent Architect

Architects and orchestrates collaborative multi-agent AI teams using the CrewAI framework for complex, role-based workflows.

BlockRun

Empowers Claude Code with real-time X/Twitter data, photorealistic image generation, and multi-model routing via an autonomous micropayment wallet.

BlockRun for Claude Code

Empowers Claude with image generation, real-time X/Twitter data, and access to external AI models via autonomous micropayments.

CrewAI Agent Orchestrator

Designs and orchestrates collaborative multi-agent AI teams using the role-based CrewAI framework.

D3.js Data Visualization

Creates sophisticated, interactive data visualizations and custom SVG charts using the D3.js library.

CrewAI Multi-Agent Architect

Builds and orchestrates collaborative multi-agent AI teams using role-based design and structured task delegation.

RAG Implementation Patterns

Implements advanced Retrieval-Augmented Generation architectures including semantic chunking, hybrid search, and contextual reranking to optimize LLM document retrieval.

RAG Implementation Specialist

Implements advanced Retrieval-Augmented Generation patterns to optimize document retrieval and LLM context window efficiency.

Conversation Memory Manager

Implements sophisticated tiered memory systems to help LLMs maintain long-term context and entity relationships across multiple sessions.

Conversation Memory

Implements persistent, tiered memory systems to help AI agents maintain long-term context and entity relationships.

LSEG Financial Data Access

Facilitates secure retrieval and rigorous validation of LSEG and Refinitiv financial data using the Python Data Library.

Data Sleuth

Uncovers hidden patterns, non-obvious correlations, and behavioral signals within complex datasets using investigative analysis techniques.

Fal.ai Model Cataloger

Automates the addition of new fal.ai models to the Renku pricing catalog by fetching schemas and researching real-time pricing data.

Excel & Spreadsheet Assistant

Creates, edits, and analyzes complex Excel spreadsheets with professional financial modeling standards and automated formula verification.

D3.js Data Visualization

Creates interactive, publication-quality data visualizations and custom SVG graphics using D3.js.

LLM Application Patterns

Implements production-ready architectures for LLM applications, including RAG pipelines, autonomous agents, and prompt engineering workflows.

Academic Research Engineer

Enforces scientific rigor and theoretical correctness in software engineering tasks, prioritizing high-performance implementation and formal verification.

D3.js Visualization Expert

Builds sophisticated, interactive data visualizations and custom charts using d3.js across any JavaScript environment.

Academic Research Engineer

Applies uncompromising scientific rigor and formal verification to bridge the gap between theoretical computer science and high-performance implementation.

AI Product Engineering

Integrates production-grade AI capabilities using optimized LLM patterns, structured outputs, and cost-efficient architectures.

AI Agents Architect

Architects and implements autonomous AI agent systems using advanced tool-use patterns, memory strategies, and multi-agent orchestration.

LLM Application Patterns

Provides production-ready architectural patterns and implementation guides for building advanced LLM applications, RAG pipelines, and AI agents.

Academic Research Engineer

Applies uncompromising scientific rigor and formal verification to deliver high-performance, mathematically correct software implementations.