Data Science & ML Claudeスキル

Neural Network Trainer

Executes and monitors neural network training runs using best-practice configurations and mandatory logging backends.

LoCoMo Memory Benchmark

Evaluates long-term conversational memory performance using the ACL 2024 LoCoMo benchmark suite.

Individual Participant Data (IPD) Meta-Analysis in R

Facilitates complex individual participant data (IPD) meta-analyses using tidy R workflows and advanced statistical modeling.

Whisper Audio Transcriber

Converts audio and video files into text transcripts with word-level timestamps using WhisperX.

AI Multimodal Processing

Integrates Google Gemini API to process, analyze, and generate audio, video, images, and complex documents within Claude.

Excel & Financial Spreadsheet Master

Automates professional spreadsheet creation, complex financial modeling, and data analysis with full support for formulas, formatting, and error-free recalculation.

Google Agent Development Kit (ADK)

Builds, evaluates, and deploys sophisticated multi-agent AI systems using Google's code-first Agent Development Kit.

Gemini CLI Integration

Enables one-shot interactions with Google's Gemini AI models directly from the command line for rapid Q&A and text generation.

Local Audio Transcription

Transcribes MP3, WAV, and M4A audio files into text using hardware-accelerated MLX Whisper on Apple Silicon.

DBT Job Runner

Executes, monitors, and optimizes DBT data transformation pipelines with intelligent error handling and performance reporting.

Health Economics Analysis in R

Performs advanced health economic evaluations including cost-effectiveness analysis, Markov modeling, and sensitivity analysis using R.

Data Analyst

Transforms raw data into actionable insights through automated exploratory analysis and professional Python-based visualizations.

Data Analysis Expert

Performs SQL data analysis, identifies trends, and generates comprehensive business intelligence reports directly within your workspace.

Advanced RAG Implementation

Builds sophisticated Retrieval-Augmented Generation systems to ground LLMs with external data and private knowledge bases.

NeMo Evaluator SDK

Evaluates Large Language Models across 100+ benchmarks using a reproducible, containerized framework.

GeoPandas Geospatial Analysis

Simplifies geospatial data manipulation and spatial analysis using Python's GeoPandas library.

Experiment Tracking

Streamlines machine learning experiment management by integrating tracking tools like MLflow and W&B into development workflows.

Data Visualization

Generates professional data visualizations and plots using industry-standard Python libraries like Matplotlib, Seaborn, and Plotly.

Scientific Computing

Empowers researchers and developers with specialized Python expertise for astronomy, bioinformatics, symbolic mathematics, and advanced statistical modeling.

Memory Systems & Agent Persistence

Implements advanced agent memory architectures including knowledge graphs, temporal tracking, and cross-session persistence to maintain long-term context.