Research Timeline

Academic journey and research milestones.

Timeline

2023

Engineering Degree — Grenoble INP - Ensimag

Education

Graduated with a diploma in Mathematical Modelling, Data Science and Artificial Intelligence from Grenoble INP - Ensimag.

2024

Started CIFRE PhD at LORIA / Forvis Mazars

Education

Began PhD research on AI for financial auditing, combining NLP and structured data analysis for industry classification and fraud detection.

2025

AAAI 2025 — Industry Sector Classification

Paper

Published at AAAI 2025: A hybrid approach combining Text-Numeric Transformers and LLMs for company classification by industry sector.

2026

IJCAI 2026 FINLLM — Fraud Detection Benchmark

Paper

Published at IJCAI-ECAI 2026 FINLLM Workshop: CI-FSFD benchmark for robust evaluation of financial statement fraud detection.

2026

EMNLP 2026 Industry Track — ForensicBench

Paper

Published at EMNLP 2026 Industry Track: ForensicBench, the first benchmark for evaluating agentic LLMs on scheme-level journal-entry fraud detection.

Skills & Tools

Machine Learning

PyTorchTransformersMamba/SSMLightGBMXGBoost

NLP & LLMs

Fine-tuningvLLMRAGPrompt EngineeringLlamaFino1

Engineering

PythonTypeScriptRustDockerGitNext.js

Education

PhD in Artificial Intelligence

LORIA, CNRS, Universite de Lorraine / Forvis Mazars

CIFRE Agreement · 2024 - Present

Researching AI methods for financial auditing, combining NLP and structured data analysis for industry classification and fraud detection using multimodal LLMs.

Engineering Degree — Mathematical Modelling, Data Science & AI

Grenoble INP - Ensimag

Graduated with a diploma in mathematical modelling, data science and artificial intelligence.