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📈 Trusting the process
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satoutahhaithem/README.md

👋 Heythem SATTOUTAH

AI & Data Engineering


🚀 About Me

AI & Data Engineering Trainee at Airbus ATR, working on AI‑based tools for cockpit flight simulator maintenance, with a strong focus on QTG data, technical report analysis, and certification‑related datasets used in professional pilot training.

🎓 Graduate of Sorbonne Université (M2 Computer Science) and ESI SBA (Engineering degree in Computer Science).
🚗 Previously R&D Intern at Renault Group, working on AI, distributed systems, and low‑latency intelligent platforms.

I enjoy building systems where data, AI, and engineering constraints meet real‑world requirements.


🧠 Core Focus Areas

  • 🤖 Artificial Intelligence & ML
    LLMs, inference optimization, data pipelines, applied AI

  • 📊 Data‑Driven Engineering
    Maintenance databases, diagnostics, analytics, decision support

  • 🌐 Distributed Systems & Networking
    Low‑latency systems, messaging, reliability, clustering

  • 🧮 Optimization & Constraint Programming
    Max‑SAT, scheduling, facility location problems


🧪 Experience & Highlights

✈️ Airbus ATR — Simulator Maintenance

  • AI‑based analysis of technical & maintenance report databases
  • Work on QTG test data to verify simulator accuracy and certification compliance
  • Support environments used for pilot training and evaluation

🚗 Renault Group — R&D

  • Designed multi‑agent connectivity & clustering solutions
  • Migrated LLM inference from Tinygrad to PyTorch (Jetson Nano)
  • Ran distributed training experiments (FedAvg, DiLoCo, DeMo, SPARTA)
  • Built embedded AI pipelines with fallback strategies

📚 Research

  • Max‑SAT approaches for p‑center / p‑median location problems
  • Publications at JFPC 2024 & CP 2024

🛠️ Technical Stack

Languages & AI
PythonPyTorchTensorFlowscikit‑learn

Data & Systems
KafkaMongoDBMySQLRedis

Dev & Infra
DockerLinuxGitCI/CD

Optimization & Tools
PySATCPLEXMax‑SAT solvers

Hardware & Networking
Jetson NanoRaspberry PiGNS3Wireshark


🌍 Languages & Community

  • Arabic 🇩🇿 | French 🇫🇷 | English 🇬🇧
  • Volunteer: AlphaBit Club & Algerian Muslim Scouts

🎯 What I’m Looking For

Opportunities at the intersection of:

  • AI & Data Engineering
  • Complex / Embedded Systems
  • R&D & Applied Research

Especially where accuracy, reliability, and real‑world constraints are critical.


📫 Let’s Connect

📧 Email: satoutahhaithem@gmail.com
💼 LinkedIn: https://www.linkedin.com/in/haithem-satoutah/


Turning data and AI into systems that actually work in the real world.

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  1. project-2cs project-2cs Public

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  2. Bmi-Application-java-android Bmi-Application-java-android Public

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  3. Live-Streaming-From-Raspberry-to-pc-Using-Kafka-broker Live-Streaming-From-Raspberry-to-pc-Using-Kafka-broker Public

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  4. ROADEF_SCHEDULING ROADEF_SCHEDULING Public

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  5. Scheduling_Problem_JFPC Scheduling_Problem_JFPC Public

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  6. Tp4-Dev-Mobile-Note-Application Tp4-Dev-Mobile-Note-Application Public

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