I will build a custom ai agent system for your workflow


About this gig
Want an AI that doesn't just chat but actually does things?
I build autonomous AI agents that take actions, use tools,
and complete multi-step tasks on your behalf.
What I build:
Single-purpose agents (research, summarize, extract, email)
Multi-agent pipelines with LangGraph (supervisor + worker pattern)
Agents with tool use: web search, code execution, API calls
Memory-enabled agents (remember context across sessions)
Human-in-the-loop workflows (agent asks for approval when needed)
FastAPI backend with streaming support
My stack: LangGraph · LangChain · OpenAI / Anthropic ·
FastAPI · ChromaDB · Docker
Real use cases I've built:
AI research assistant that searches and summarizes
Document processing agent (extract, classify, route)
Automated reporting agent connected to databases
Customer support agent with escalation logic
Get to know Ilias Ba
AI ML Engineer Generative AIl RAG and Predictive Analytics Expert
- FromMorocco
- Member sinceMar 2025
- Avg. response time1 hour
Languages
English
My Portfolio
FAQ
What's the difference between a chatbot and an agent?
A chatbot responds. An agent acts — it can search the web, query databases, send emails, call APIs, and chain tasks together automatically.
Can the agent connect to my existing tools or APIs?
Yes. As long as there's an API, I can connect it. Describe your tools when you message me.
Will I be able to see what the agent is doing step by step?
Yes, I build full observability into all agents — every step is logged and traceable.

