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HAITHEM SATOUTAH

@haithemsatoutah

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R&D computer science engineer specialized in networking, security, and machine learning.

France

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What I'm looking for

I seek a full-time permanent role or PhD where I can apply R&D, networking, and ML expertise, work on embedded/automotive systems, and contribute to impactful, research-driven projects.

I am a state-certified Computer Science Engineer and Sorbonne University M2 graduate specializing in networking, security, machine learning, and robotics, currently working in R&D on multi-agent connectivity and clustering.

I have implemented lightweight LLM prototypes, optimized real-time Quality of Service under embedded constraints, automated service updates and scaling, and integrated clustering algorithms to improve load distribution in automotive contexts.

Previously I published work on Max-SAT for server placement, implemented VLANs and data-center practices for a refinery, and completed projects in network security, containerization, BGP simulation, and real-time object detection—seeking a full-time permanent position (CDI) or a PhD opportunity to apply and grow these skills.

Experience

Work history, roles, and key accomplishments

R&D Engineering Intern

Ampere (Renault Group)

Feb 2025 - Aug 2025 (6 months)

Implemented lightweight LLM prototypes for multi-agent clustering and optimized real-time QoS under tight compute and memory constraints for embedded autonomous vehicle systems.

Python Tinygrad Machine Learning Embedded Systems Clustering

Intern - Server Optimization

Laboratoire MIS Universite de Picardie Jules Verne

Feb 2024 - Aug 2024 (6 months)

Applied Max-SAT methods to the p-center problem to optimize server placement in networks, producing results published in JFPC and CP conferences.

Max SAT P Center Problem Algorithm Design Research Publishing

Networks Intern

Sonatrach

Jan 2023 - Present (3 years 5 months)

Implemented VLAN topologies for LANs at a major refinery and supported backup procedures and data center security measures.

VLAN Backup Procedures Networking

Education

Degrees, certifications, and relevant coursework

Sorbonne University

Master's Degree in Computer Science, Computer Science - Networking

2024 - 2025

Activities and societies: Specialized training in computer networks, 5G, DevOps, Linux, Docker, network security, Internet of Blockchain, and Quality of Service; practical projects.

Master's Degree in Computer Science specializing in Networking with advanced modules and practical projects covering networks, security, DevOps, and QoS.

École Supérieure d'Informatique (ESI SBA)

State-certified Engineer in Computer Science, Computer Science

2019 - 2024

Activities and societies: Six-month multidisciplinary team projects each year; coursework in AI, databases, embedded systems, robotics, and machine learning.

Dual degree program culminating in State-certified Engineer in Computer Science and a Master's Degree with comprehensive coursework in networks, security, embedded systems, robotics, and machine learning.