Open to opportunities

YOUSSEF BIKOUCHE

@youssefbikouche

Message

I build production-minded LLM, RAG, and machine learning systems for real-world problems.

Morocco

Message

What I'm looking for

I'm looking to build intelligent production systems that solve real-world problems, especially in LLM engineering, RAG, agentic AI, and autonomous multi-agent applications.

At Capgemini Engineering, I built ReqVerifier, an AI pipeline for detecting syntactic, logical, and semantic defects in automotive software requirements against Stellantis standards. I designed datasets and evaluated five LLMs across prompting strategies, reaching 99.09% F1 with a 0% false-positive rate in the best configuration.

I've also built a Text-to-SQL engine with safety guardrails, a citation-traceable RAG knowledge assistant, and an IIoT cyberattack detection pipeline achieving 94% accuracy across eight attack types. I'm continuing to explore agentic AI, autonomous agents, and multi-agent orchestration for production applications.

Experience

Work history, roles, and key accomplishments

AI Engineer Intern

Capgemini Engineering

Feb 2026 - Aug 2026 (6 months)

Built ReqVerifier, an AI pipeline detecting defects in automotive software requirements against Stellantis standards. Designed an evaluation pipeline benchmarking 5 LLMs, achieving 99.09% F1 at 0% false-positive rate, and co-authored a paper submitted to the Journal of Systems and Software.

Python Prompt Engineering LLM Evaluation Git