# Zalt Engineering

Applied AI Engineering | Agent Systems, RAG, MCP Integrations, and Production Launch

## About this AI expert

Mahmoud Zalt helps founders and teams design and ship AI-native applications, agentic systems, and custom software from architecture to production.

His delivery focus includes multi-agent orchestration, retrieval pipelines, MCP integrations, LLM backends, and production governance.

Engagements are structured as fixed-scope builds or milestone-based delivery with clear handover documentation so teams can own and extend the system.

This profile is for teams that need senior ownership to scope, build, and launch production-ready AI systems with strong technical execution.

## Expertise highlights

- Agent systems: orchestration, tool-use APIs, autonomous workflows
- RAG and retrieval: vector search, knowledge pipelines, retrieval evaluation
- MCP and integrations: MCP servers, function-calling, cross-provider integrations
- LLM backends: inference pipelines, prompt engineering, model evaluation
- Observability and governance: tracing, cost tracking, compliance controls
- Implementation handover: documentation, onboarding, and maintainable architecture

## How this expert helps

- Discovery and requirements to define agent scope and success criteria
- Architecture planning for data pipelines, integrations, and infrastructure
- Implementation and iteration with production-focused delivery cycles
- Launch, stabilization, and handover documentation for your team

## Contact

Worldwide Remote. From $500/project.

- [Contact Zalt Engineering](mailto:contact@zalt.me)
- [Visit website](https://zalt.me/services/custom-software-development)