Education & work

Julien Bernardi · julien.bernardi-pellegrino@dauphine.eu · github.com/julber95 · linkedin.com/in/julien-bernardi-746140252/

1. 2026

   Field work · in progress

   AI Engineer (work-study)

   AMIAD — AI Defense Agency, French Ministry of Armed Forces · AI research division

   Sept 2026 – Sept 2027Palaiseau
2. Study · in progress

   M2 Artificial Intelligence, Systems & Data (IASD)

   Université PSL — ENS · Mines Paris · Paris-Dauphine

   Coursework Machine Learning · Deep Learning · Generative AI · Reinforcement Learning · NLP · Advanced Databases · Optimization for ML

   Sept 2026 – Sept 2027Paris
3. Field work

   AI Engineer Intern: text classification & XAI

   INSEE, SSP Lab

   Lightweight, explainable classifiers for coding company descriptions against the NAF nomenclature, built on INSEE’s torchTextClassifiers.

   ProjectsInterpretable NAF coding

   Apr – Jul 2026Montrouge
4. 2025

   Study

   M1 Computer Science, Decision & Data (MIDO)

   Université Paris-Dauphine — PSL

   A year of algorithms, optimisation and decision theory, the less glamorous half of machine learning.

   Coursework Advanced algorithmic programming · Mathematics for data science · Collective & multicriteria decision · Combinatorial optimization · Databases · Machine Learning

   ProjectsAortic-wall inflammation (HISA)

   Aug 2025 – Jul 2026Paris
5. Field work

   Research Intern: predictive approaches for financial time series

   LIFAT, Université de Tours

   Studied financial time series and built predictive models of market trends.

   Jun – Jul 2025Tours
6. 2022

   Study

   Double Bachelor’s in Artificial Intelligence & Economics

   Université Paris-Dauphine — PSL

   Three years spent half in mathematics and computer science, half in economics. The first projects on this site date from here: two data challenges in a team of four, then generative models, decoding and histology.

   Coursework Deep Learning · Statistical Learning · Machine Learning · Statistical Modelling · Algorithms & Data Structures · Linear Algebra · Econometrics · Game Theory · Probability · Optimization

   ProjectsFraud detectionHouse pricesRejection sampling for GANsDecoding strategiesLymph-node metastases

   Sept 2022 – Jun 2025Paris