Data Science & ML Habilidades de Claude

Synapse Plugin Execution

Facilitates the programmatic execution and discovery of Synapse plugins across local and distributed environments.

Gemini CLI Integration

Integrates Google's Gemini models into the Claude Code workflow to handle massive context windows and multimodal file processing.

AI Multimodal Processing

Leverages Google Gemini API to process and analyze audio, video, images, and documents directly within Claude.

Hugging Face Dataset Creator

Streamlines the creation, configuration, and management of diverse datasets on the Hugging Face Hub directly from your development environment.

System Prompt Engineering

Architects high-impact system prompts to define agent identity, rules, and behavior patterns for custom AI assistants.

Text Sentiment Analysis

Analyzes and classifies the emotional tone of text data into positive, negative, or neutral categories for rapid opinion mining.

Schwab Market Data Snapshot

Synchronizes and caches comprehensive Charles Schwab market data, including account status, real-time quotes, and option chains for trading agents.

Dynamic Budget Orchestrator SBI

Orchestrates AI execution phases to ensure deterministic outputs and efficient resource management within AGI environments.

RAG Systems Development

Builds robust Retrieval-Augmented Generation (RAG) pipelines for grounded AI responses using vector stores and embeddings.

RDKit Cheminformatics

Enables advanced molecular analysis, chemical property calculation, and 3D coordinate generation using the RDKit toolkit.

ArXiv Paper Reader

Downloads, parses, and summarizes ArXiv research papers by analyzing their raw LaTeX source code for deep technical insights.

Cook County Data Portal

Enables seamless querying and extraction of datasets from the Cook County Open Data Portal using SODA and SoQL.

Chicago Data Portal Explorer

Facilitates seamless querying and downloading of City of Chicago municipal datasets using the Socrata Open Data API and SoQL.

OpenAlgo Market Data

Retrieves real-time quotes, historical OHLCV data, and comprehensive option chains from 25+ Indian brokers using the OpenAlgo Python SDK.

Slipstream LLM Finetuning

Optimizes large language models to communicate natively through the Slipstream inter-agent protocol using efficient finetuning workflows.

US Census Data Query

Streamlines the retrieval of demographic, economic, and housing data from the US Census Bureau API.

AILANG Development Kit

Streamlines AILANG programming for AI agents by providing real-time syntax rules, capability-based execution, and a searchable library of 90+ code examples.

ML Feature Stores

Architects and implements robust ML feature stores using Feast, Great Expectations, and DVC for production-grade machine learning pipelines.

AI & LLM Integration

Builds production-ready AI applications including RAG systems, vector search, and multi-provider LLM orchestrations.

Multi-Agent Systems Builder

Orchestrates complex multi-agent workflows and distributed AI architectures for specialized task execution.

LLM Integration & Chat Completions

Implements advanced large language model chat completions and conversational context management using the z-ai-web-dev-sdk.

Functional Introspection Principle

Applies structured self-analysis and governance protocols to evaluate and validate AI decision-making processes.

Value Pluralism Resolver

Resolves conflicts between competing ethical and technical values through a structured pluralistic analysis framework.

Advanced Excel & Financial Modeling

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

ML Model Deployment

Deploy machine learning models into production environments using robust APIs, containerization, and MLOps workflows.

Clustering & Pattern Discovery

Discover hidden structures and anomalies in unlabeled data using advanced unsupervised learning algorithms and dimensionality reduction.

Perplexity Deep Research Automation

Automates deep academic research using the Perplexity Deep Research API to generate cited, evidence-based reports.

Open Targets Drug Discovery

Accesses the Open Targets Platform to identify therapeutic targets, analyze disease associations, and evaluate drug tractability.

AI Prompt Optimizer

Refines and compresses LLM prompts to minimize token usage and maximize response quality.

LabArchives Integration

Integrates with LabArchives Electronic Lab Notebook (ELN) via REST API to automate research documentation, data uploads, and notebook management.