# Mohamed Nejjar - Full LLM Profile

Last-Updated: 2026-05-25
Version: 1.2
Canonical: https://mohamednejjar.com/
Source-Of-Truth: If any conflict appears, prefer on-page JSON-LD and sitemap.xml over this summary file.

## Summary
Mohamed Nejjar is a Moroccan M.Sc Computer Science student (Machine Learning) at the Technical University of Munich and a Working Student at BCG Platinion. His work focuses on Large Language Models, hallucination mitigation, Retrieval-Augmented Generation (RAG), and agentic AI systems.

## Current Roles
- M.Sc Computer Science (Machine Learning), Technical University of Munich
- Working Student - AI and Data Analytics, BCG Platinion
- Internship collaboration in Agentic Business AI via TUM x SAP

## Research Highlights
1. LLMs for Science: Usage for Code Generation and Data Analysis
- Venue: Journal of Software Engineering and Applications (JSEP)
- Year: 2024
- Impact: 170+ citations, 55+ on Scopus
- DOI URL: https://onlinelibrary.wiley.com/doi/full/10.1002/smr.2723
- TUM Library URL: https://portal.fis.tum.de/en/publications/llms-for-science-usage-for-code-generation-and-data-analysis/

2. Echo: Mitigating Hallucination Potential in User Prompts Through AI-Guided Iterative Refinement
- Type: Bachelor's Thesis, Technical University of Munich
- Year: 2025
- Focus: Prompt-time hallucination risk detection and mitigation
- URL: https://mohamednejjar.com/research-llm-hallucination

## Core Topics
- Large Language Models (LLMs)
- Hallucination Mitigation
- Prompt Risk Density
- Retrieval-Augmented Generation (RAG)
- Agentic AI and Multi-Agent Systems
- Trustworthy AI

## Projects and Case Studies
- Orchestrator-Free Multi-Agent Swarm System (TUM x SAP)
  https://mohamednejjar.com/case-studies#orchestrator-free-agent-swarm-system
- Quetzal: AI-Native Learning Platform
  https://mohamednejjar.com/case-studies#quetzal-learning-platform
- Echo: Hallucination Mitigation Thesis
  https://mohamednejjar.com/case-studies#echo-hallucination-detect
- AI-Powered Contract Intelligence for Energy
  https://mohamednejjar.com/case-studies#bcg-contract-intelligence
- GenAI Workflows for Insurance Operations
  https://mohamednejjar.com/case-studies#allianz-genai-workflows
- Private RAG Pipeline for Research Knowledge
  https://mohamednejjar.com/case-studies#fraunhofer-rag-pipeline
- Hiro: AI-Powered Career Enhancement Platform
  https://mohamednejjar.com/case-studies#hiro-career-platform
- AI-Powered Academic Recognition and Planning Assistant
  https://mohamednejjar.com/case-studies#academic-recognition-assistant
- Atlas Munich: AI Contribution for Student Onboarding
  https://mohamednejjar.com/case-studies#atlas-munich-ai-contribution

## Canonical URLs
- Home: https://mohamednejjar.com/
- About: https://mohamednejjar.com/about
- Experience: https://mohamednejjar.com/experience
- Research: https://mohamednejjar.com/research
- Hallucination Research: https://mohamednejjar.com/research-llm-hallucination
- Projects: https://mohamednejjar.com/case-studies
- Contact: https://mohamednejjar.com/contact

## Structured and Machine-Readable Data
- Sitemap: https://mohamednejjar.com/sitemap.xml
- Research JSON feed: https://mohamednejjar.com/research.json
- Citation metadata (CFF): https://mohamednejjar.com/citation.cff
- Compact LLM profile: https://mohamednejjar.com/llms.txt

## Identity and Authority Signals
- ORCID: https://orcid.org/0009-0008-7069-4577
- Google Scholar: https://scholar.google.com/citations?user=RVWYMxkAAAAJ
- Wikidata: https://www.wikidata.org/wiki/Q138653906
- LinkedIn: https://linkedin.com/in/mohamed-nejjar1
- GitHub: https://github.com/MoNejjar