I will build a multi agent ai system for business automation
About this gig
Every day without automation is another day of manual work, missed leads, and slow responses. I build multi-agent AI systems that automate your business workflows 24/7 with coordinated AI agents.
What I build:
- Autonomous AI agents with defined roles and goals
- Multi-agent pipelines with Redis shared memory
- FastAPI backend with REST endpoints for seamless integration
- Voice, web, and WhatsApp channel support
- Full Python source code, documented and Docker ready
I have built and deployed production multi-agent systems, including a restaurant platform with voice ordering and automated agent handoffs, and a clinical triage system routing cases across 5 specialist agents on Google Cloud Run. Both are livenot demos.
AWS Certified Generative AI Developer.
Frameworks: Custom Python Orchestration, LangChain, CrewAI
LLMs: OpenAI GPT-4, Groq LLaMA 3.1, Google Gemini
Contact me before ordering. Every multi-agent system requires proper scoping before development, and I respond within 1 hour.
Get to know Sarim R
AI Systems Software Engineer
- FromPakistan
- Member sinceJun 2026
- Avg. response time1 hour
Languages
English
FAQ
What frameworks do you use to build multi-agent systems?
I use custom Python orchestration with Redis for shared memory, LangChain for tool integration, and CrewAI for hierarchical agent execution. I choose based on your use case, not one framework for everything.
How do you make sure agents don't hallucinate or fail?
I build with RAG for knowledge grounding, error handling with retry logic, and structured outputs so agents produce consistent results. Both my production systems have run continuously without critical failures.
What kind of workflows can the agents handle?
Customer support routing, order processing, document triage, lead qualification, clinical decision support, content pipelines, and data extraction. Message me with your use case first and I will confirm feasibility.
Can it integrate with my existing tools?
Yes. I build REST API backends that connect to any platform like CRMs, WhatsApp, websites, databases, Slack, email, and custom apps via webhooks or API calls.
Will I be able to maintain it after delivery?
Yes. Full source code delivered with documentation and a written handover guide explaining every component. You or your team can modify, extend, or redeploy without coming back to me.

