Azzedine Idir

PhD student, Télécom Paris & BNP Paribas

aitsaid.azzedineidir@gmail.com  ·  GitHub  ·  LinkedIn

Education

PhD (CIFRE) — Télécom Paris & BNP Paribas
2025 – present
M2 Data Science — Université Paris-Saclay, Orsay
2024 – 2025
Computer Engineering — École Nationale Supérieure d'Informatique (ESI), Algiers
2019 – 2024

Experience

CIFRE PhD Thesis in AI — BNP Paribas
Jul 2026 – present
Research Engineer — Télécom Paris
Oct 2025 – Jun 2026

FinAI Lab, BNP Paribas × Télécom Paris.

LLM Research — EURECOM
Sep 2023 – Jun 2024
MLOps and LLM — Namla
Jul 2023 – Dec 2023
  • Contributed to the development of an end-to-end shoplifting detection system using Deep Learning & OpenVINO.
  • Contributed in the creation of an LLM-powered assistant for Namla using LangChain and many open-source LLMs.

Publications

Auditing LLM Multi-Agent Systems via Protocolized Interaction Traces. EXTRAAMAS 2026, May 2026. [paper]
LLM-Assisted Retro-Documentation for Legacy COBOL Applications in Banking. FinanSE @ ICSE 2026, Apr 2026. [paper]
Reinforcement Learning in Simulated Environments for Adaptive Troubleshooting of Large-Scale Banking Systems. FinanSE @ ICSE 2026, Apr 2026. [paper]
5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for Making LLMs Learn 5G. IEEE Transactions on Cognitive Communications and Networking, 2024. [paper] [code]

Awards

  • Mediterranean Mathematical Olympiad — 2017, 2018