Khireddine Amraoui

AI and Data Science Engineer

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About

Khireddine Amraoui

Here is a little background

AI and Data Science engineering graduate with expertise in machine learning, deep learning, and natural language processing. Skilled in building secure, scalable AI systems, including multi-agent architectures and LLM-driven automation. Experienced in developing predictive models, NLP pipelines, and computer vision solutions for real-world applications.

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Education

Ecole Supérieure en Sciences et Technologies de l'Informatique et du Numérique (ESTIN)

State Engineer in AI and Data Science

Ecole Supérieure en Sciences et Technologies de l'Informatique et du Numérique (ESTIN)

Wed Nov 18 2020 - Wed Jul 02 2025

✓ Graduated

Completed a comprehensive education in AI and Data Science, focusing on machine learning, deep learning, and natural language processing. Successfully graduated with expertise in practical applications of AI technologies.

Ecole Supérieure en Sciences et Technologies de l'Informatique et du Numérique (ESTIN)

Master in AI and Data Science

Ecole Supérieure en Sciences et Technologies de l'Informatique et du Numérique (ESTIN)

Sun Sep 01 2024 - Wed Jun 25 2025

✓ Graduated

Completed advanced studies in AI and Data Science, focusing on cutting-edge technologies and methodologies. Successfully graduated with specialization in research and innovation in the field of AI.

Experience

Kabas (Hybrid)

AI Engineer

Kabas (Hybrid)

LangGraphFastAPIPythonLLMs

2025 - 2025

Click to see details

Cerist (Hybrid)

Machine Learning and Deep Learning Engineer Intern

Cerist (Hybrid)

TransformersNLPLLamaPython

2024 - 2024

Click to see details

The Sparks Foundation (Remote)

Data Science & Business Analytics Intern

The Sparks Foundation (Remote)

PandasMatplotlibScikit-learnPython

2024 - 2024

Click to see details

Skills

Hover over a skill for current proficiency

Python

95%

Machine Learning

90%

Deep Learning

85%

TensorFlow

85%

PyTorch

80%

NLP

85%

Computer Vision

80%

Reinforcement Learning

75%

LLMs

85%

FastAPI

80%

Flask

75%

JavaScript

75%

ReactJS

70%

Next.js

70%

SQL

85%

Docker

75%

Git/GitHub

90%

Power BI

70%

LangGraph

80%

MLOps

75%

Projects

Multi-Agent System for Data Science Automation

Project 1: Multi-Agent System for Data Science Automation

LangGraphFastAPILLMsMicroservices

Secure, modular multi-agent system using LangGraph and FastAPI to automate end-to-end data science workflows with LLM-driven orchestration.

Reinforcement Learning for Ramp Metering

Project 2: Reinforcement Learning for Ramp Metering

PythonReinforcement LearningSUMODeep Q-Learning

Training Q-learning and Deep Q-learning on a SUMO network to optimize traffic flow on highways and ramps with and without traffic lights.

Arabic and English Sign Languages Recognition

Project 3: Arabic and English Sign Languages Recognition

TensorFlowCNNComputer VisionPython

Built a deep learning-based image classification model to recognize hand signs in both Arabic and English using convolutional neural networks (CNNs).

Forest Fire Detection Platform

Project 4: Forest Fire Detection Platform

TransformersNLPWeb ScrapingData Visualization

Multi-platform content scraper and Transformer-based image classification system for real-time forest fire detection and monitoring across Algeria.

Money Lions Fraud Detection

Project 5: Money Lions Fraud Detection

Machine LearningClassificationPythonScikit-learn

Machine learning model to detect fraudulent transactions using advanced classification algorithms and oversampling techniques to handle class imbalances.

Guaspiless

Project 6: Guaspiless

ReactNode.jsTailwind CSSMongoDB

university project ,A website that fights against food waste.a user can order shopping carts according to their needs and location.

J'reside - University Residence Management

Project 7: J'reside - University Residence Management

FlutterDartMobile DevelopmentFirebase

Mobile application developed with Flutter for university residence management, facilitating communication between administrators and residents.

Contact

+213791351008 / +213541700084

amraouikhireddine@gmail.com

Boumerdes, Algeria