Data Science & ML Claude 스킬

Advanced LLM Evaluation

Implements production-grade LLM-as-a-judge techniques and evaluation rubrics to assess and compare AI model outputs with high reliability.

Azure AI Content Understanding (Python)

Extracts structured semantic content from documents, audio, images, and video files using Azure's multimodal AI services.

Azure AI Projects for Java

Manages Azure AI Foundry projects including connections, datasets, search indexes, and model evaluations using the Java SDK.

Hugging Face Dataset Explorer

Interfaces with the Hugging Face Dataset Viewer API to browse, search, and analyze machine learning datasets directly within your coding environment.

Hugging Face Tool Builder

Builds reusable command-line utilities and composable scripts for interacting with the Hugging Face API and Hub.

Julia Pro Development

Builds high-performance scientific applications and production-grade Julia 1.10+ packages using modern ecosystem best practices.

MLOps Pipeline Orchestrator

Orchestrates multi-agent workflows to design, build, and deploy production-grade machine learning pipelines.

Matplotlib Visualization

Generates professional, publication-quality Python visualizations including static, animated, and interactive plots.

PubMed Database & API Toolkit

Interfaces with the U.S. National Library of Medicine's PubMed database using advanced Boolean queries and E-utilities REST APIs.

Skin Health Analyzer

Analyzes skin health data to identify patterns, assess risks, and generate personalized dermatological insights and routine optimizations.

Statsmodels Statistical Modeling

Provides comprehensive tools for rigorous statistical estimation, inference, and diagnostic testing in Python.

Seaborn Statistical Visualization

Generates publication-quality statistical graphics and multivariate data visualizations directly from Python DataFrames.

Excel Master & Financial Modeler

Automates the creation, editing, and analysis of professional Excel workbooks using industry-standard financial modeling conventions.

Mental Health Data Analyzer

Analyzes psychological data to identify patterns, track therapy progress, and assess mental well-being across multiple health dimensions.

Scanpy Single-Cell Analysis

Provides a comprehensive Python-based workflow for analyzing single-cell RNA-seq data, from quality control to trajectory inference.

CrewAI Agent Orchestration

Builds complex, collaborative AI agent teams using the role-based CrewAI framework for structured enterprise workflows.

Hugging Face Dataset Manager

Create, manage, and query Hugging Face datasets using SQL and specialized templates for high-quality AI training data.

Data-Driven Feature Development

Builds software features guided by data insights, statistical A/B testing, and continuous measurement frameworks.

Azure AI VoiceLive for Java

Integrates real-time, bidirectional voice conversation capabilities into Java applications using the Azure AI VoiceLive SDK.

Rehab Training Analyzer

Analyzes rehabilitation data to track functional recovery, identify pain patterns, and optimize physical therapy progress through data-driven insights.

LLM Assistant Developer

Architects sophisticated conversational interfaces and intelligent chatbots with advanced natural language understanding and context management.

Conversation Memory Management

Implements persistent, tiered memory systems to help LLMs track user preferences, entities, and long-term conversation history.

Azure AI Vision for Java

Integrates Microsoft Azure AI Vision capabilities into Java applications for automated image captioning, OCR, and object detection.

Azure AI Content Safety for Python

Detects and filters harmful text and image content using Azure's AI-driven moderation and multi-severity classification.

Nutrition Analyzer

Analyzes complex dietary data to provide evidence-based nutritional insights, RDA assessments, and personalized health recommendations.

Hugging Face Paper Publisher

Automates the publishing, linking, and management of research papers on the Hugging Face Hub.

Video Search & Analysis (Memories.ai)

Analyzes and indexes video content from social media platforms to build persistent, searchable visual intelligence.

Autonomous Agent Orchestration

Implements reliable agentic patterns including ReAct and Plan-Execute loops to build self-correcting, production-grade AI systems.

Azure AI Anomaly Detector for Java

Implements sophisticated univariate and multivariate anomaly detection in Java applications using the Azure AI Anomaly Detector SDK.

Azure AI Document Intelligence for Java

Integrates Azure AI Document Intelligence into Java applications for automated data extraction and document analysis.