Nader Bennour

Senior AI & LLM Engineer

RAG Systems Builder

AI Infrastructure Architect

Hello, I’m Nader Bennour RAG Systems Builder AI Infrastructure Architect LLM & MLOps Specialist

Senior AI & LLM Engineer Based in Munich, Germany.

I build production-grade LLM systems, RAG pipelines, and intelligent document solutions that turn unstructured data into business value. From architecting RAG pipelines that process thousands of documents to deploying LLM-powered products serving real users, I bridge the gap between AI research and reliable, scalable software.

5+

Years of
Experience

20+

AI Systems
Deployed

50+

Clients
Worldwide

Portfolio

WC 2026 Forecaster — Bayesian World Cup Simulator

AI Saas,Data & Analytics

CityVoice — German Municipal Voice Assistant

Voice AI

FinAd — AI-Powered Personal Finance Manager

AI Saas

Vitalyze — Multi-Agent Health Intelligence

Multi-Agent AI

Victoria — Voice AI for Dormero Hotels

Voice AI

PPI — AI Process Intelligence Platform

AI Saas

MCP DataBridge — AI Agent Database Protocol

RAG & LLM

Text-to-SQL — Natural Language Database Queries

RAG & LLM

InsulBot — Bilingual AI Customer Assistant

RAG & LLM

SERVICES

Available Now

RAG & Document Intelligence Systems

Build custom RAG pipelines that let users query your documents with natural language and get accurate, source-cited answers. Includes ingestion, vector search, and deployment.

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LLM-Powered Product Features

Add production-grade AI features to your existing product — intelligent search, content generation, classification, and extraction. With cost optimization and monitoring.

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AI Infrastructure & MLOps

Turn ML experiments into reliable production systems with data pipelines, model serving, containerization, CI/CD, and full observability. Built to scale, not just demo.

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AI Strategy & Consultation

I audit your systems and data, identify high-impact AI opportunities, and deliver a concrete roadmap with architecture recommendations, cost estimates, and timelines.

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Pricing

Amazing Pricing For Your Projects

per hour / consultation

$120

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AI Strategy & Consultation.
Architecture Review & Audit.
RAG System Development.
Full Product Integration.

per project / retainer

$5,000+

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RAG & Document Intelligence.
LLM Product Integration.
AI Infrastructure & MLOps.
Dedicated Retainer Support.

Resume

Experience

Apr 2026 – Present

Senior AI Engineer

LegalNow GmbH

Building LLM agent systems that automate notarial workflows end-to-end — deed drafting, land-registry automation, browser agents that operate government portals. Own the stack from FastAPI to evals.

Oct 2023 – Mar 2026

Co-Founder & CTO

AI-RE UG, Munich

Built an AI-driven real estate SaaS from scratch — LLM/RAG pipelines, AWS infrastructure, Docker, CI/CD. Led 5-person team, shipped to production with 2 pilot customers.

Jul 2023 – Sep 2025

Cloud & Data Engineer

Orbal GmbH, Remote

Built scalable data infrastructure for 30+ blockchain networks using Apache Airflow, ETL pipelines, AWS, and GCP.

May 2024 – Aug 2024

Blockchain Developer

Deloitte, Munich

Built a Battery Digital Product Passport PoC with smart contracts, React frontend, and EU-compliant traceability.

Oct 2022 – Jun 2023

Data Engineer

Blockbrain GmbH, Remote

Built an LLM-powered assistant with OpenAI API and AI fraud detection models. Thesis: malicious NFT smart contract detection.

Oct 2021 – Sep 2022

Software Engineer

LexCom GmbH, Munich

Developed scalable Java backend systems and REST APIs for automotive after-sales workflows.

Oct 2020 – Oct 2021

Website Manager & SEO

NFON AG, Munich

Managed CMS operations and technical SEO across European markets for corporate website and partner portal.

Certifications

2024 – 2025

AI+Munich Batch #9

Munich Innovation Ecosystem

Selected for Munich's AI accelerator program. Built and shipped AI product prototypes with mentorship from industry leaders.

Certificate

2025

Learning AI Through Visualization

Columbia University (Columbia+)

Advanced course on AI systems, model interpretability, and visual approaches to understanding machine learning.

Certificate

2022

Smart Contracts & Blockchain Basics

University at Buffalo

Foundations of blockchain technology, smart contract development, and decentralized application design.

2020

Introduction to Git & GitHub

Google

Version control fundamentals and collaborative software development workflows with Git and GitHub.

In Progress

AWS Solutions Architect & GCP Data Engineer

Amazon Web Services & Google Cloud

Pursuing professional cloud certifications in architecture and data engineering to complement hands-on production experience.

Education

2018 – 2025

B.Sc. Computer Science

Technical University of Munich (TUM), Germany

Focus: AI Systems, Cloud Computing, Information Security. Thesis: "Early Identification of Security Issues in Decentralized Finance."

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Mar 2024

ATHENS Programme – International Exchange

Mines Paris (PSL), France

Advanced coursework in engineering and applied sciences at one of France's top engineering schools.

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Apr 2024 – Sep 2024

Project Analyst – Circular Republic

UnternehmerTUM, Munich

Co-designed ReWearAI: mobile workflow for second-hand apparel intake using label OCR, size detection, and AI-powered pricing.

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Testimonials

Here’s what my clients say

I recently had the pleasure of working with Nader, and the experience surpassed all my expectations. The communication throughout was exemplary. What stood out was his eye for detail and insightful suggestions that greatly enhanced the final product. I wholeheartedly recommend his services.

Marouane S.

Client, Germany

Das schwierigste war zu beschreiben, was das Tool alles können muss. Wir hatten viel Kommunikation und dadurch hat es gut geklappt das Projekt zu realisieren. In der kurzen Zeit wurde viel geschafft und Tools eingebaut, die ich gar nicht wusste, dass es die gibt. Danke Nader!

Figurmacher

AI Chatbot Client, Germany

He made developing my website in under 24 hours an easy process. He communicated proactively, made it easy to make changes, and was super thorough in putting together the final product. Highly recommend his services!