Data Science & ML Habilidades de Claude

Generative AI & LLM Engineering

Builds production-grade AI applications using advanced RAG patterns, prompt engineering, and LLM orchestration frameworks.

Implement Paper From Scratch

Guides developers through the methodical, step-by-step implementation of research papers to ensure deep understanding and reproducible results.

RAG Systems Architect

Architects high-performance Retrieval-Augmented Generation systems using advanced chunking strategies and optimized vector search algorithms.

RAG Implementation Expert

Implements sophisticated Retrieval-Augmented Generation patterns including semantic chunking, hybrid search, and reranking to improve LLM accuracy.

Advanced Prompt Engineering

Architects high-performance LLM prompts using structured design patterns and systematic evaluation techniques.

Prompt Engineer

Architects high-performance LLM prompts using structured patterns, few-shot examples, and systematic evaluation to maximize model reliability.

BlockRun Multi-Model Bridge

Expands Claude's capabilities with native image generation, real-time social media data, and cross-model reasoning via an autonomous micropayment wallet.

RAG Systems Engineer

Architects high-performance Retrieval-Augmented Generation systems using advanced embedding, chunking, and retrieval optimization strategies.

RAG Systems Engineer

Implements high-performance Retrieval-Augmented Generation systems by optimizing embeddings, chunking strategies, and vector search pipelines.

Visual Plot Annotator

Modifies Matplotlib plots through visual browser-based annotations and AI-powered code updates.

Advanced RAG Implementation

Implements high-performance Retrieval-Augmented Generation systems using sophisticated chunking, hybrid search, and reranking strategies.

BlockRun for Claude

Extends Claude’s capabilities with real-time X/Twitter data, AI image generation, and multi-model routing via an integrated micro-payment wallet.

BlockRun

Expands Claude's capabilities with image generation, real-time X/Twitter data, and access to external LLMs via autonomous micropayments.

Academic Research Engineer

Applies uncompromising scientific rigor and theoretical correctness to complex software engineering and high-performance computing tasks.

BlockRun AI Multi-Model Bridge

Extends Claude’s capabilities with real-time X/Twitter data, autonomous image generation, and access to external LLMs through integrated micropayments.

BlockRun LLM Bridge

Extends Claude with real-time X/Twitter data, DALL-E image generation, and multi-model reasoning via a decentralized micropayment wallet.

Academic Research Engineer

Enforces absolute scientific rigor and theoretical correctness in software engineering and implementation tasks.

Academic Research Engineer

Applies uncompromising scientific rigor and theoretical correctness to complex software engineering and high-performance implementation challenges.

AI Agent Architect

Designs and builds autonomous AI systems with sophisticated tool use, memory management, and multi-agent orchestration.

Excel & Financial Modeling

Automates the creation, editing, and analysis of professional Excel spreadsheets with dynamic formulas and industry-standard financial formatting.

Prompt Engineering Patterns

Optimizes LLM performance and reliability using advanced prompting strategies, reasoning patterns, and systematic optimization techniques.

Voice Agent Architect

Architects high-performance voice AI systems with optimized latency, natural turn-taking, and robust speech-to-speech workflows.

AI Product Engineering

Builds production-ready AI features using robust integration patterns, RAG architectures, and cost-optimized prompt engineering.

Claude Prompt Caching

Optimizes LLM performance and reduces API costs by implementing advanced prefix, response, and Cache Augmented Generation strategies.

Voice AI Development

Builds high-performance, low-latency voice applications using cutting-edge STT, TTS, and real-time AI APIs.

Excel & Spreadsheet Automation

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

AI Product Engineering

Develops production-ready AI features using advanced LLM integration patterns, prompt engineering, and cost-optimization strategies.

Prompt Engineering Expert

Optimizes LLM performance and reliability through advanced prompting patterns, few-shot learning, and structured chain-of-thought techniques.

REDUCE & ReLie Basics

Bootstraps the REDUCE Computer Algebra System via Docker to perform Lie symmetry analysis on differential equations.

Prompt Caching Strategies

Optimizes LLM performance and reduces operational costs by implementing advanced caching patterns like Anthropic prompt caching and Cache Augmented Generation (CAG).