Mohammed Benmoussa — Expert AI & Web

AI Engineer with a strong Java background. I build modern web applications and production-ready AI solutions.

About me

AI Engineer specialized in AI agents and next-generation intelligent systems.

I design and deploy solutions built on AI agents, LLMs, RAG, semantic search, and document intelligence, with a strong focus on quality, reliability, and scalability.

I enjoy turning ambitious ideas into production-ready products that combine technical excellence, thoughtful user experience, and concrete business value.

Engineering Philosophy

Build systems that are useful, reliable, and sustainable.

  • User Impact — Start from a real need and a measurable outcome before adding complexity.
  • Systems Thinking — Design data, flows, and components as one coherent system, not as isolated features.
  • Useful Automation — Automate what slows teams down so human effort stays focused on high-value decisions.
  • Reliability by Design — Build tests, security, observability, and resilience into the earliest architecture decisions.
  • Evidence-Based Decisions — Rely on metrics, usage feedback, and experimentation rather than assumptions.
  • Continuous Improvement — Measure what matters, correct gaps, and evolve the system from real usage.
How I Work

From business problem to shipped solution

  • Understand and Frame — Clarify the need, user flows, constraints, and success criteria.
  • Structure — Break complex challenges into simple, measurable steps.
  • Prototype — Prototype quickly, then iterate with data and feedback.
  • Collaborate — Collaborate closely with stakeholders and end users.
  • Automate — Automate repetitive processes whenever possible.
  • Deliver — Deliver solutions that are robust, documented, and easy to evolve.

Education

Télécom Saint-Étienne

Engineer's degree, Computer Science — 2020 – 2022

ENSIAS

Engineer's degree, Web Engineering & Mobile Computing — 2018 – 2020

CPGE

CNC 2018 Certificate, Advanced Mathematics and Physics — 2016 – 2018

Technical Skills

  • Java & Spring Boot
  • Python & Deep Learning
  • Transformers & LLMs
  • RAG & Vector DB
  • OCR & Text Extraction
  • Prompt Engineering
  • LangChain & LangGraph
  • React & Next.js

Innovative Projects

Enseignement Libre

AI-powered education platform for simplifying mathematics learning. A new version is currently in development on my side and will be available soon.

Artificial Intelligence · Python · Next.js · LLMs · Math Education

XBlur

Next-generation anonymization solution using AI to protect data privacy. Capable of automatically anonymizing text, images, audio, and PDF documents.

Computer Vision · NLP · Deep Learning · Python · React

My Publications

The Revolution of Autonomous Agents

This work analyzes the evolution of AI agents, from classic models to modern agents, and explores their architecture, adaptability, and decision-making capabilities. It presents a complete typology (reflex agents, model-based, goal-oriented, utility-based, learning, and LLM-based), examines MCP and A2A interoperability protocols, and addresses advanced dimensions such as security, governance, neuro-symbolic hybridization, evaluation, and legal frameworks. With detailed diagrams, concrete use cases, and future perspectives, this book is an essential reference for understanding the autonomous agent revolution and its impact across various sectors.

Download PDF

Contact

Passionate about AI and modern software, I am always open to meaningful conversations — whether to discuss a project, exchange ideas, or explore collaboration.

Lyon, France

contact@benmoussamohammed.com

LinkedIn — Mohammed Benmoussa