MSc Cybersecurity @ EPFL & ETH Zürich · ML/AI Engineering · AI Security & Safety · Lausanne, Switzerland

I came to security from applied mathematics and machine learning, and I work both sides of it: building ML systems, and studying how they break under adversarial pressure.

• 🎓 Studying: Joint Cybersecurity MSc between EPFL and ETH Zürich (2025–2027), after a Communication Systems BSc at EPFL with a data-science track

• 🛠️ Building: several ML / AI engineering projects — training, evaluation, and deployment of multimodal and language models

• 🔍 Working across:

  • Cybersecurity — threat modeling, software security, information security & privacy
  • ML & AI engineering — multimodal foundation models, NLP, deep learning pipelines
  • AI security — adversarial ML, model and pipeline robustness
  • Decentralized systems — blockchain protocols, consensus, web3

• 🧑‍🏫 Assisting: Assistant for Intelligent Systems: Communications & AI at EPFL — 100+ students, foundation-models track, in collaboration with VILAB Spring 2026

These repositories are private — happy to walk through the code or architecture on request.

Nano4M — sign language Recognition · Bachelor project
Multimodal system built on the 4M architecture (an EPFL–Apple collaboration). Implemented and extended a nano variant for real-time translation across RGB video, human pose, and text.

Namecoin · Go
Decentralized domain-name registration on a custom blockchain — consensus with fork resolution, transaction validation, and peer-to-peer propagation.

Image-based file management system · C
Systems-level CLI for efficient image storage and retrieval, modelled on Facebook's Haystack.

Languages
Python · C / C++ · Go · Java · Scala · Assembly

ML & data
PyTorch · NumPy · Pandas · NetworkX · Matplotlib · multimodal foundation models · NLP

Security
Threat modeling · software & system security · information security and privacy · applied cryptography · decentralized systems · CTF tooling

Foundations
Probability & stochastic models · statistics · algorithms & data structures · operating systems · networks

guitar · chess (1000+ Elo).

Working in French, English, Spanish, Arabic.

_{Open to internships and collaboration in ML/AI engineering and AI security.}