MAMPE Industrial Engineering Expertise

Build, integrate, debug, and secure MCP servers and clients in any language, enabling AI agents to call external tools via Model Context Protocol.

Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LL...

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, an...

Provides best practices and code patterns for building, scaling, and operating production Stripe payment systems from checkout to enterprise billing.

Provides best practices and methodologies for structuring, optimizing, securing, and scaling production Django applications, including architecture, ORM usag...