Experience
Where I've worked and what I've built.
BCG Platinion, Allianz, Fraunhofer, and TUM. What I've worked on and what I've learned along the way.
Working Student — AI & Data Analytics
BCG Platinion (Boston Consulting Group)
Contributing to AI strategy initiatives within the Energy practice. Co-designing stakeholder workshops on AI adoption. Delivering AI-powered solutions for enterprise clients.
- AI strategy for energy value chains — GenAI adoption, architecture design, feasibility
- Stakeholder workshops on AI impact, risks, and adoption strategies
- Technical architecture slides — GenAI system design, data pipelines, governance
Working Student — AI/ML
Allianz SE
Developed GenAI applications for insurance operations. Designed agentic workflows with cost-optimized model selection. Drove adoption through stakeholder workshops.
- GenAI applications — customer communication analysis, medical report insights, insurance evaluations
- Agentic workflow design with cost-benefit analysis across models and cloud providers
- Prompt engineering framework presented in stakeholder workshops
- CI/CD pipelines (Jenkins) for promoting agentic workflows to production
Intern — Generative AI
Fraunhofer Society
Built a private RAG pipeline for institutional knowledge management. Led improvements in data ingestion, retrieval quality, and AI security.
- Private RAG pipeline using institutional public data
- Data ingestion optimization and retrieval quality improvements
- Guardrail design — anti-hallucination, prompt attack resistance
- Prompt engineering for reliable, secure knowledge management
Research Author — LLMs for Science
Published in JSEP (Journal of Software: Evolution and Process)
Co-authored a peer-reviewed paper on the use of LLMs in research and data analysis. The work has been cited over 130 times (35+ on Scopus), contributing to the academic discourse on AI adoption.
- Peer-reviewed publication on LLM usage for code generation and data analysis
- 130+ citations, 35+ on Scopus — serving as a foundation for AI-driven research training
- Contributed to the academic discourse on responsible AI adoption in scientific workflows
B.Sc. Computer Science
Technical University of Munich
Studying computer science with a focus on AI, software engineering, and data analytics. Bachelor's thesis on mitigating hallucinations in Large Language Models.
- School of Computation, Information, and Technology
- Thesis: Mitigating Hallucinations in LLMs — prompt-level risk analysis
- Published research on LLMs for science — 130+ citations
Technical Skills
Download full CVAI & Machine Learning
coreLanguages & Frameworks
coreInfrastructure & Tools
workingStrategy & Process
workingLanguages
- English (Fluent)
- German (Fluent)
- French (Native)
- Arabic (Native)
- Spanish (Basic)
Domains
- Enterprise AI / Consulting
- Insurance & Financial Services
- Energy & Sustainability
- Research & Education
Methodologies
- Agile / Scrum delivery
- Stakeholder workshop facilitation
- Cost-benefit analysis
- Architecture & system design
Education
Bachelor's degree in Computer Science
Technical University of Munich
Focus on AI, Software Engineering, and Data Analytics
TOEIC — Test of English for International Communication
ETS — Rabat, Morocco
Score: 945/990
High School Diploma (Baccalaureate)
Al Jabr School — Casablanca, Morocco
Grade: 1.0 (equivalent)