Available for new opportunities

Hi, I'm Saïd
AI Engineer & Data Scientist

Builder. I use AI for impact, Data for intelligence, and Software Engineering for accessibility. Specialized in shipping production ready AI products from Multi-Agent Systems to LLM-powered assistants. I turn complex tech into elegant solutions that scale.

View My WorkAbout Me
Scroll to explore

Skills & Expertise

Technologies and tools I work with to build intelligent solutions

Machine Learning

  • OpenAI, Groq, Anthropic, Gemini API's80%
  • Scikit-learn85%

Deep Learning

  • Pytorch70%
  • Transformers70%

(Dev/ML/LLM)ops

  • LangSmith80%
  • MLFlow50%
  • Grafana&Prometheus60%
  • Docker65%
  • Git&GitHub80%
  • Linux75%

Programming

  • Python85%
  • JS & TS60%
  • FastApi70%
  • Celery50%
  • ReactJs50%

Cloud

  • AWS35%

Agentic AI

  • LangGraph&LangChain80%
  • DSpy60%
  • Baml & Flower75%
  • CrewAI80%

LLM

  • OpenAI SDK70%

Data

  • Numpy&Pandas85%
  • Tableau&PowerBi80%
  • Postgres80%
  • Supabase80%
  • Oracle75%

Artificiel intelligence

  • HuggingFace75%
  • RAG90%
  • MCP90%

Latest Articles

Thoughts, tutorials, and insights about AI and technology

Integrating MCP Into Your Product: Why Your SaaS Needs Tool-Calling AI
AIProduct

Integrating MCP Into Your Product: Why Your SaaS Needs Tool-Calling AI

In Part 1, we understood why MCP matters. In Part 2, we built a universal MCP client. In Part 3, we created the agentic layer. Now let's talk about why this matters for your product — and how to actually integrate it.test

December 23, 20255 min read
Building an AI Agent with MCP: The ChatManager Deep Dive (Part 3)
AIMCP

Building an AI Agent with MCP: The ChatManager Deep Dive (Part 3)

In Part 1, we learned that MCP = Function Calling + Standardization. We saw how MCP servers expose tools and how clients communicate with them through JSON-RPC messages. In Part 2, we built a UniversalMCPClient that connects to any MCP server (stdio, SSE, or Streamable HTTP), discovers available tools, and executes them. But here’s what we haven’t solved yet: How do you make an AI that automatically decides which tools to use?(using mcp client)

December 21, 202518 min read
MCP Client Tutorial: Connect to Any MCP Server in 5 Minutes (mcp_client Part2)
MCPAI

MCP Client Tutorial: Connect to Any MCP Server in 5 Minutes (mcp_client Part2)

You’ve read about MCP. You understand it’s “Function Calling + Standardization.” You’ve seen dozens of MCP servers on GitHub — Gmail, Slack, databases, weather APIs. Claude Desktop and Cursor have MCP client built-in.

December 21, 202514 min read
View All Posts

Let's Build Something Amazing

Have a project in mind or just want to chat? I'm always open to discussing new opportunities, interesting ideas, or collaborations.

Email me at

[email protected]

Location

France 🇫🇷