RustFormer
Full encoder-decoder Transformer implemented from scratch in pure Rust — no ML framework, no tensor crate, no autodiff library. Based directly on "Attention Is All You Need" (arXiv:1706.03762).
AI & NLP Engineer · Cybersecurity Engineer
Designing mathematically-grounded AI systems and secure architectures. From transformer models to low-level security.
Selected work
Full encoder-decoder Transformer implemented from scratch in pure Rust — no ML framework, no tensor crate, no autodiff library. Based directly on "Attention Is All You Need" (arXiv:1706.03762).
Agentic AI system for automated binary exploitation. Analyses ELF/PE binaries, generates vulnerability hypotheses, and produces ready-to-run pwntools exploits via an Observe → Reason → Act loop.
Full-stack Learning Management System for publishing educational content and structured articles.
Rust library and CLI for classical Arabic prosody analysis — phonological transcription, syllabification, and automatic meter detection across all sixteen Arabic buhur.
LLM-based educational system for Arabic grammar (I‘rāb), fine-tuned on the ALLAM model via IBM Watsonx.ai using proprietary annotated datasets, featuring an interactive interface for syntactic graph-based analysis and assisted translation.
Résumé
AI & NLP Engineer and Cybersecurity Engineer. I design mathematically rigorous AI systems and architectures—from transformer models and agentic AI to binary exploitation frameworks. Strong foundation in mathematics, algorithms, and formal security reasoning. Built for precision, scale, and correctness.
Lycée Chaptal (Langueux)
Strong foundation in advanced mathematics and computer science, with emphasis on mathematical reasoning, algorithmic thinking, and early programming concepts.
University of Nantes
Comprehensive study of computer science fundamentals including algorithms, data structures, software engineering principles, databases, and system-level programming.
Aix-Marseille University
In-depth mathematical training covering linear algebra, analysis, probability theory, and discrete mathematics, with strong emphasis on formal reasoning and problem-solving.
Hugging Face
Harvard University
Get in touch
Open to interesting problems, collaborations, and conversations about AI, NLP, and security.