Curriculum Vitae
ATS-FRIENDLY
Ilan Jaffeux-Cheniout
AI Engineer — Master's in Artificial Intelligence
+33 7 83 49 65 30
ilanjaffeuxcheniout@gmail.com
linkedin.com/in/ilanjafchen
github.com/Ilannnnnnn
Work Experience
AI Engineer Apprentice — Network Analysis
Sept. 2025 – Sept. 2026
Orange, Lannion
  • Wireshark trace analysis: Development of models and agents for anomaly detection based on network packet behaviour.
  • LLM fine-tuning: Model adaptation via LoRA/QLoRA (HuggingFace) to automate technical diagnostics.
  • Pipeline creation: Prototyping and building a phone call transcription and summarisation pipeline via API.
Research Intern — Sleep Apnoea Detection
May – Sept. 2025
Cardiology Department, ULB (Université Libre de Bruxelles)
  • CNN/RNN modelling: Architecture design via PyTorch & GoogLeNet fine-tuning to identify sleep apnoea patterns.
  • Signal processing: Feature extraction and EEG/ECG signal cleaning using Matlab.
Freelance Developer — MotoWest
Jan. – Nov. 2025
  • E-commerce & Ops: Full deployment of an e-commerce platform using Django, PostgreSQL and Docker containers.
  • Autonomous design and deployment: full ownership of the product lifecycle.
Education
Engineering Degree — Master's in Artificial Intelligence
2020 – 2026
ISEN Yncrea Ouest, Brest — AI specialisation, Apprenticeship track
French Scientific Baccalaureate — With Honours
2020
Projects
LinkedIn Agent — LangGraph Automation
2026
  • AI agent for LinkedIn monitoring and automation (LangGraph, LLM, Python).
GWARM — Bioinformatics & ML
2025
  • ML predictive strategy for enzymatic stability (Python, PyTorch, NumPy, Pandas).
Real-Time Object Detection
2024
  • Visual recognition and real-time analysis with YOLOv8 (Python, Roboflow).
Technical Skills
AI / ML PyTorch · TensorFlow · HuggingFace · Scikit-learn · YOLO & Computer Vision · LangGraph · LoRA & Fine-tuning · NumPy
Languages Python · JavaScript · SQL · R · Matlab · C/C++
Infrastructure Docker · Git · PostgreSQL · Django · Linux
Cloud & Network AWS · Azure · Wireshark · Packet analysis · Telecommunications
Languages French (native) · English (fluent) · Spanish (intermediate)