Data Science & ML Agent Skills

Vertex AI Agent Builder

Builds and deploys production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure.

OpenClaw Agent Team Architect

Facilitates the design, implementation, and management of structured multi-agent teams using the OpenClaw framework.

LLM Prompt Optimizer

Optimizes LLM prompts to reduce token consumption, lower API costs, and improve response performance.

LangChain Agent Orchestrator

Builds autonomous AI agents capable of tool calling and multi-step decision-making using the LangChain framework.

Financial Analysis & Modeling

Provides comprehensive financial frameworks for modeling, valuation, corporate finance decisions, and advanced statement analysis.

OpenClaw Model Manager

Configures and manages AI model selection, provider gateways, and failover logic for the OpenClaw self-hosted AI gateway.

Real-World Evidence Analysis in R

Generates real-world evidence from observational data using advanced R-based causal inference and target trial emulation techniques.

Gemini Flash Integration

Enables high-speed multi-modal analysis and document summarization using Gemini Flash within the Claude Code environment.

PyMC Bayesian Modeling

Builds, fits, and validates sophisticated Bayesian statistical models using PyMC's modern probabilistic programming interface.

Horus Federated Taxonomy

Extracts and validates federated taxonomy tags from text to enable multi-hop graph traversal and structured memory storage.

Docling Advanced Document Extraction

Extracts structured data from complex PDFs, scanned documents, and multi-column layouts using the advanced Docling engine and Granite vision-language models.

Excel & Spreadsheet Management

Manages complex Excel workbooks with automated formula creation, financial modeling standards, and data analysis.

Histolab Pathology Imaging

Automates tissue detection and tile extraction from high-resolution whole slide images for digital pathology pipelines.

Dask Distributed Computing

Enables parallel and distributed computing for Python workflows to scale pandas, NumPy, and custom tasks across cores or clusters.

Scientific Peer Review & Manuscript Evaluation

Provides a rigorous, structured framework for evaluating scientific manuscripts, grant proposals, and research methodologies using international reporting standards.

ClinVar Database Helper

Integrates NCBI ClinVar data to interpret genetic variants, query clinical significance, and process genomic datasets.

PyTorch Geometric GNN Development

Develops and trains Graph Neural Networks (GNNs) using the PyTorch Geometric (PyG) library for complex relational data structures.

Confidence Intervals Thinking Pattern

Quantifies uncertainty in estimates by generating plausible ranges to enable more reliable data-driven decision making.

Econometrics & Economic Modeling

Performs advanced econometric analysis including regression modeling, panel data estimation, and causal inference for economic and financial data.

arXiv Research Search

Searches the arXiv preprint repository for the latest scholarly articles in computer science, physics, mathematics, and quantitative biology.

Autocatalytic Sets Mental Model

Analyzes and designs self-sustaining systems through the lens of collective catalysis and network closure.

Cryptofeed Integration

Streams and normalizes real-time cryptocurrency market data from over 40 exchanges for algorithmic trading and analysis.

Senior Prompt Engineer

Optimizes LLM performance through advanced prompt engineering patterns, RAG evaluation frameworks, and agentic system design.

Senior Data Scientist

Empowers Claude with advanced statistical modeling, experimental design, and production-grade machine learning workflows.

Hummingbot Trading Bot Expert

Provides comprehensive assistance for building, configuring, and optimizing automated crypto trading strategies using the Hummingbot framework.

SAP Data Intelligence Cloud Expert

Streamlines the development of data pipelines, SAP system integrations, and machine learning scenarios within the SAP Data Intelligence Cloud ecosystem.

Excel & Spreadsheet Management

Automates professional spreadsheet creation, financial modeling, and data analysis with rigorous formula verification and industry-standard formatting.

AI Prompt Engineering Specialist

Optimizes AI agent behavior using structured XML system prompts, few-shot examples, and clear instruction hierarchies.

Bayes' Theorem Analysis

Refines probability estimates and decision-making by systematically updating beliefs as new data or evidence emerges.

Fireworks AI Inference & Fine-tuning

Integrates high-performance inference and LoRA fine-tuning for 100+ open-source LLMs via OpenAI-compatible APIs and the firectl CLI.