You will get AI Agent Team Setup for Business Automation (CrewAI)
Project details
Most "AI automation" on Upwork is a chatbot wrapper around an API call. This isn't that. !!!
I design real AI agent teams — using CrewAI and Claude — where each agent has a clear role, but nothing executes without a human approval step. That distinction matters: business owners don't want AI making silent decisions on stock, suppliers, or customers. They want AI doing the work while staying in control.
I build this the same way I build production software — because I'm a software engineer first, not just someone prompting an AI. Permissions, data structure, and workflow logic are designed properly before any agent goes live, so what you get is closer to real infrastructure than a demo.
This isn't theoretical. I run this exact architecture daily inside CerebralCrew, a multi-tenant SaaS platform I built end-to-end — scheduled AI audits, supplier negotiation tracking, approval queues, org-chart-based permissions. I know what breaks and why, because I've already hit it myself.
If you're deciding between hiring more people or getting more done with what you have, this is built for that second option.
I design real AI agent teams — using CrewAI and Claude — where each agent has a clear role, but nothing executes without a human approval step. That distinction matters: business owners don't want AI making silent decisions on stock, suppliers, or customers. They want AI doing the work while staying in control.
I build this the same way I build production software — because I'm a software engineer first, not just someone prompting an AI. Permissions, data structure, and workflow logic are designed properly before any agent goes live, so what you get is closer to real infrastructure than a demo.
This isn't theoretical. I run this exact architecture daily inside CerebralCrew, a multi-tenant SaaS platform I built end-to-end — scheduled AI audits, supplier negotiation tracking, approval queues, org-chart-based permissions. I know what breaks and why, because I've already hit it myself.
If you're deciding between hiring more people or getting more done with what you have, this is built for that second option.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AIOps, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$200
|
Standard
$950
|
Advanced
$2,100
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 18 days |
Number of Revisions | 1 | 2 | 0 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | |
Model Documentation | - | ||
Model Monitoring | - | - | |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | ||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | ||
Source Code |
Frequently asked questions
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JS
Jonathan S.
Jun 17, 2026
Full Stack Developer
I have never had a more hardworking freelancer.
Would recommend 10/10
Would recommend 10/10
About Radi
Full-Stack Developer | Django, Next.js | Multi-agent system
Rabat, Morocco - 10:20 pm local time
I turn complex ideas into production-grade, AI-powered SaaS platforms. Whether you need an autonomous multi-agent system, a secure multi-tenant backend, or seamless enterprise API integrations, I build scalable systems built to handle real-world production traffic.
How I Can Help You:
- AI Agent Orchestration: Multi-agent workflows using CrewAI, LangChain, Claude, and OpenAI APIs to automate business processes.
- Multi-Tenant SaaS Architecture: Secure, scalable backend systems with complete tenant data isolation, custom auth, and billing readiness.
- Full-Stack Application Development: End-to-end product delivery using Django REST Framework on the backend and Next.js / Tailwind CSS on the frontend.
- Enterprise Integrations & Automation: Custom webhooks, Telegram/WhatsApp AI bots, and deep integrations with CRMs (Salesforce, HubSpot) and tools (Slack).
Tech Stack & Expertise:
- AI & Automation
- CrewAI (Multi-Agent Systems) & AI Workflow Automation
- Claude API & OpenAI API Integration
- Custom Telegram & WhatsApp AI Applications
- Backend Architecture
- Python & Django / Django REST Framework
- Multi-Tenant Database & API Design
- Auth (JWT, OAuth, RBAC), PostgreSQL, MySQL
Frontend Development
- Next.js, React, TypeScript, Tailwind CSS
- Integrations & DevOps
- Salesforce, HubSpot, Slack, WhatsApp, Telegram
- Docker, Linux, Git/GitHub, CI/CD pipelines
Have a project in mind or need an architectural review?
Send me a message with a brief summary of what you're building, and let's discuss how we can bring it to production.
Steps for completing your project
After purchasing the project, send requirements so Radi can start the project.
Delivery time starts when Radi receives requirements from you.
Radi works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery Call & Scoping
We review your workflow, confirm the exact automation scope, and agree on approval rules.
Agent Design & Setup
I build and configure the AI agent(s) for your specific workflow, connected to your existing tools.