assistant.run
step 1/3 · Read the documents
Precia Molen · 2026
AI document assistant
An assistant that answers employees’ questions from decades of internal documentation, with secure access and voice input.
Hamza OUNIAI Engineer · LLM · RAG · Agents · Computer Vision
Graduated from Grenoble INP – Esisar. I help companies turn AI into tools that are useful every day.
Hamza OUNI online · available immediately
- You
AI is moving really fast. Where should our company start?
With a real business need. Tell me what slows your teams down.
- You
Our teams keep searching for information in our documents.
I build assistants that read your documents and answer with their sources.
📚 See the document assistant →- You
What about automating our tasks with AI agents?
Agents that pick the right action, and would rather say “I don’t know” than make things up.
🧠 See the agentic assistant →- You
We also need a model that detects or classifies objects in our images.
From collecting the images to the delivered model, I take care of it.
📷 See the vision project →I’m here 👋 AI engineer, available immediately.
01 / Experience
Experience
3 applied AI experiences, from research to company projects.
Feb 2026 — Jul 2026
Generative AI Engineer @ Precia Molen
Final-year internship. The only AI engineer in the Digital Transformation department: a secure AI document assistant and 3 AI solutions for business teams.
Veyras, France
Jan 2025 — Jun 2025
AI Engineer · Computer Vision @ Four Data
Industrial project in a team of 3: estimating skip fill levels from cameras. Acceptance testing passed and signed by the client.
Valence & Dijon, France
Mar 2024 — Aug 2024
AI Engineer · Computer Vision @ FALKU Robotics and Machine Vision
Internship, team research project: detecting and tracking operators on robot videos for their safety.
Tunis, Tunisia
02 / Projects
Projects
Each project told in three steps. Scroll: the scene moves forward with you.
vision.run
step 1/3 · Take a photo
Four Data · 2025
Skip fill levels, seen by cameras
Industrial project in a team of 3: measuring from images what sensors measure poorly, from collecting images to delivery to the client.
agentic.run
step 1/3 · Understand the question
Personal project · 2026
An assistant that picks its method
An agentic assistant that runs on a small local model and is tested automatically on every change.
safety.run
step 1/3 · Spot every operator
FALKU · 2024
Operator safety, on video
Internship, team research project: replacing manual safety monitoring on a production site.
business.run
step 1/3 · Start from the need
Precia Molen · 2026
AI for business teams
Three needs raised by the Quality, Commercial and Sales teams, three solutions delivered.
03 / Stack
Stack
My skills laid out the way an embedding model would: skills with a close meaning sit next to each other.
04 / Education
Education
2024 — 2026
Master’s-level Engineering Degree · Computer Science, Networks and Cybersecurity
Grenoble INP – Esisar (UGA), Valence
2022 — 2024
Engineering Degree · Applied Computer Science
National School of Engineers of Sousse (ENISo)
Selected among the top of the class for the dual degree.
2020 — 2022
Preparatory classes · Physics and Technology
IPEIM, Monastir
Certifications
- Deep Learning Specialization
- Machine Learning Specialization
- AI Cybersecurity and Governance
- Scrum Foundation Professional Certificate
Languages
- French
- English
- Arabic
05 / Contact
Contact
A role, a question, a project? Write to me: your message lands straight in my inbox.
Or directly