# AI Engineering Capabilities

> Muhammad Idrees is the Founder & CEO of Sentient Arc - engineering AI-driven automation, custom AI agents, RAG systems, agentic workflows, and full-stack platforms for ambitious teams.

The full surface of AI work I deliver, each engineered for production:

## [Custom AI Agent Development](https://adrees.dev/ai-agents)

Custom AI agent development: production agents that retrieve context, reason through tasks, call tools, and ship real operational work. Built with the Claude, OpenAI, and Gemini SDKs.

## [Agentic AI Development & AI Harnesses](https://adrees.dev/agentic-ai)

Agentic AI development - agentic workflows, multi-agent systems, and the AI harness (planning, tools, memory, evals) that makes autonomous agents reliable in production.

## [RAG Systems & Retrieval-Augmented Generation](https://adrees.dev/rag-systems)

RAG systems engineering - retrieval-augmented generation that grounds LLMs in your data with vector search, re-ranking, and evals to cut hallucinations and ship trustworthy AI.

## [AI Automation & Business Process Automation](https://adrees.dev/ai-automation)

AI automation that removes repetitive work - intelligent workflows across your tools with n8n, Zapier, Make, and custom AI steps for approvals, CRM sync, and operations.

## [AI Engineering & Machine Learning](https://adrees.dev/ai-engineering)

AI engineering and machine learning - from LLM application engineering and model integration to evaluation, prompt systems, and production ML that ships and scales.

## [AI Systems & AI Operating Systems](https://adrees.dev/ai-systems)

AI systems architecture - the AI infrastructure and "AI operating system" layer that unifies agents, RAG, automation, and tools into one dependable platform for your business.

## [Agent-Driven Development](https://adrees.dev/agent-driven-development)

Agent-driven development - building software by directing AI coding agents through spec, plan, and verification loops. Ship fast without shipping slop, with production-grade quality.

## [AI Consulting & Fractional AI Engineering Lead](https://adrees.dev/ai-consulting)

AI consulting and fractional AI engineering leadership - strategy, architecture, and hands-on delivery to take your team from AI idea to shipped, reliable systems.

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Start a project: https://adrees.dev/#contact