About

💼 Work Experience

SAP Labs France

from: 9/2024
to: Now

position: ML/AI Engineer Apprentice
field(s): artificial intelligence, predictions, deep learning, data science, machine learning, python, engineering, statistics, math

summary: Unsupervised anomaly detection system across multiple complex, unlabeled data sources (logs, metrics, traces) combining anomalous log pattern variation detection, time series correlation and causal inference. Optimized a real-time processing pipeline, reducing memory footprint by 70% and improving scalability by 3x, enabling analysis of 10M+ events/day. Implemented a RAG-enhanced LLM agent which produces comprehensive, detailed reports of ongoing system anomalies with root cause analysis.

report: ❌ Confidential

SAP Labs France

from: 4/2024
to: 8/2024

position: Data Scientist Intern
field(s): artificial intelligence, predictions, deep learning, data science, machine learning, python, engineering, statistics, math

summary: Time series trends analysis using tools such as Prophet, SARIMA, STL, and DTW. Identified correlations between logs and metrics to predict system behaviors. Built a robust pipeline for live data retrieval from internal APIs with integrated data preprocessing.

report: ❌ Confidential

Da Nang International Institute of Technology (DNIIT)

from: 5/2022
to: 7/2022

position: IoT Developer Intern
field(s): internet of things, lorawan, embedded systems

summary: Developed a LoRaWAN-based emergency messaging system, covering 25km range, ensuring emergency communication in remote areas without internet access.

report: PINET Marc - Internship Report.pdf

Air France

from: 12/2017
to: 1/2018

position: Intern
field(s): angularjs

summary: Gained hands-on experience in full-stack development, alongside senior developers.

Intel Corporation

from: 12/2016
to: 12/2016

position: Intern
field(s): microprocessors, transistors, architecture

summary: Introduced to processor architecture, with a Senior SoC (System-on-chip) Designer.

🎓 Education

Polytech Nice Sophia

from: 9/2022
to: 9/2025
speciality: computer science & engineering
summary: Engineer school, specialized in Artificial Intelligence & Data Engineering.

Université du Québec à Chicoutimi

from: 1/2022
to: 5/2022
speciality: computer science (0711)
summary: Thanks to IUT Nice Côte d'Azur, I got to take my last semester in Canada.

IUT Nice Côte d'Azur

from: 9/2020
to: 7/2022
speciality: computer science
summary: Equivalent of a 2-year Technical degree with 3 months of internship at the end.