Data Science & ML Agent Skills

PathML

Facilitates advanced computational pathology workflows by providing specialized tools for whole-slide image analysis, tissue segmentation, and spatial machine learning.

PathML Computational Pathology

Processes and analyzes whole-slide pathology images using advanced machine learning, spatial graph construction, and multiparametric imaging workflows.

PyTDC (Therapeutics Data Commons)

Accesses AI-ready drug discovery datasets and benchmarks for therapeutic machine learning and pharmacological prediction.

Advanced Excel & Spreadsheet Automator

Automates the creation, editing, and analysis of complex Excel spreadsheets with support for formulas, financial modeling, and data visualization.

AutoML Pipeline Builder

Builds end-to-end automated machine learning pipelines including feature engineering, model selection, and hyperparameter tuning.

Prompt Caching Specialist

Optimizes LLM performance and reduces API costs by implementing advanced prompt, response, and semantic caching strategies.

LLM Application Patterns

Implements production-ready architectures for RAG pipelines, AI agents, and prompt engineering workflows.