Data Science & ML Agent Skills

Humanloop Automation

Automates LLM prompt management and evaluation workflows using the Humanloop platform via Rube MCP.

Langbase Automation

Automates Langbase operations and LLM pipeline management through Composio's Rube MCP integration.

AI ML API Automation

Automates machine learning and AI API operations through Composio's comprehensive toolkit integrations.

Gigasheet Automation

Automates large-scale spreadsheet operations and big data analysis workflows in Gigasheet using the Composio Rube MCP.

Semantic Scholar Automation

Automates scholarly research and paper discovery tasks through the Semantic Scholar database via Rube MCP.

DataRobot Automation

Automates DataRobot machine learning workflows and model management through Rube MCP and Composio integration.

Code Interpreter Automation

Automates sandboxed code execution and data analysis tasks using the Composio Code Interpreter toolkit via Rube MCP.

Tisane Automation

Automates advanced natural language processing tasks including text moderation, sentiment analysis, and language detection via the Tisane API.

ArXiv Research Assistant

Analyzes ArXiv papers by fetching LaTeX source code and generating project-specific summaries for technical implementation.

Streamlit Feature Implementation

Streamlines the addition of new elements, widgets, and cross-stack functionality to the Streamlit framework.

Financial Modeling Suite

Constructs advanced financial models including DCF analysis, sensitivity testing, and Monte Carlo simulations for professional investment valuation.

CrewAI Multi-Agent Orchestration

Builds and orchestrates collaborative multi-agent AI teams using the CrewAI framework and Composio toolkits.

Startup Financial Modeling

Builds comprehensive 3-5 year financial models with revenue projections, burn rate calculations, and scenario planning for early-stage startups.

GPT Researcher Development

Empowers developers to build, customize, and integrate autonomous AI research agents using the GPT Researcher framework.

Azure AI Voice Live for .NET

Enables real-time, bidirectional voice AI capabilities in .NET applications using Azure AI and WebSocket communication.

Business Analyst

Transforms complex data into actionable business intelligence through advanced analytics, KPI frameworks, and predictive modeling.

Excel & Spreadsheet Automation

Automates the creation, editing, and analysis of Excel spreadsheets with professional formatting, formula integrity, and financial modeling standards.

FootballBin Match Predictions

Provides AI-powered predictions and analytics for Premier League and Champions League matches directly within the Claude Code environment.

FootballBin Match Predictions

Provides AI-powered football match predictions and performance analytics for the Premier League and Champions League.

Prompt Engineering Patterns

Optimizes LLM performance and reliability through advanced prompting techniques like few-shot learning, chain-of-thought, and modular templates.

ML Pipeline Workflow

Orchestrates end-to-end MLOps pipelines from data preparation and model training through to production deployment and monitoring.

Risk Metrics Calculation

Calculates comprehensive portfolio risk metrics and performance indicators for quantitative finance and investment management.

Apache Spark Optimization

Optimizes Apache Spark jobs through advanced partitioning, memory management, and shuffle tuning strategies.

Vector Search & Similarity Patterns

Implements efficient similarity search and vector database patterns for semantic retrieval and RAG systems.

Embedding Strategies for RAG

Optimizes embedding model selection and chunking strategies for semantic search and Retrieval-Augmented Generation (RAG) applications.

Vector Index Tuning

Optimizes vector index performance for production environments by balancing latency, recall, and memory usage.

RAG Implementation Framework

Builds robust Retrieval-Augmented Generation (RAG) systems using vector databases and semantic search to ground AI responses in custom knowledge.

LLM Evaluation Framework

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and systematic benchmarking.

LangChain Architecture Design

Architects sophisticated LLM applications using LangChain's modular framework for agents, memory, and complex workflows.

Data Storytelling for Analytics

Transforms raw data and complex analytics into persuasive business narratives and structured executive presentations.