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mahdjourOussama/README.md

Hi, I'm Oussama Mahdjour

About Me

Coding
  • 🎓 PhD Student in Artificial Intelligence at INSA Strasbourg, focusing on Explainable AI and Neuro-Symbolic Systems in the field of energy sustainability and battery safety.
  • 🎓 Master’s in Computer Science (DataScale – Big Data) from Université Paris-Saclay.
  • 🎓 State Engineer + Master’s in Information Systems Engineering & Management from École Nationale Polytechnique d’Oran (ENPO).
  • 💼 Former AI Research Intern at EDF R&D Lab, working on LLM-guided Knowledge Graph Generation and Neuro-Symbolic AI.
  • 💼 Former Software & AI Engineer at OwlStack, building scalable apps and AI-powered chatbots.
  • 🌐 Passionate about AI Research, Full-Stack Development, and Data Engineering, with strong foundations in designing innovative solutions.
  • 🛠️ Proficient in Python, TypeScript, Java, SQL, and modern AI frameworks.
  • 📫 Reach me at [email protected].
  • 🌍 Explore my work on my Portfolio.

Tech Stack

Languages

Python Java TypeScript JavaScript

AI & Data Science

TensorFlow PyTorch Transformers LangChain

Backend Development

FastAPI Node.js

Frontend Development

React Next.js Tailwind CSS Streamlit

Data Engineering

Kafka Spark Elasticsearch PostgreSQL Neo4j

🚀 Featured Projects

🔹 RAG Chatbot

  • Built a scalable chatbot integrating LLMs with Retrieval-Augmented Generation (RAG).
  • Microservices with FastAPI, PostgreSQL, Redis, Streamlit.
  • Deployed with Docker & Kubernetes.

🔹 Reddit-Crypto-Sentiment-Analysis

  • End-to-end data pipeline to analyze Reddit sentiment on crypto markets.
  • Includes data mining & NLP classification.

🔹 Audio Summarization System

  • Real-time audio summarization using Whisper + BERT + Streamlit.

🔹 Intrusion Detection (DoS/DDoS)

  • Intrusion detection system using AutoEncoders for anomaly detection.
  • Improved classification with ensemble ML models (XGBoost, AdaBoost, LightGBM, Random Forest).

📬 Let's Connect!

LinkedIn GitHub Email Portfolio

🌟 Thanks for visiting my profile! 🚀

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  1. BigBrains_Game BigBrains_Game Public

    a mobile memory game designed to challenge and enhance your cognitive abilities.

    Java 2

  2. audio-sumerization audio-sumerization Public

    This repository contains my master's thesis project from the National Polytechnic School of Oran, Algeria, focusing on exploring the fine-tuning process of Large Language Models (LLMs) for audio su…

    Jupyter Notebook

  3. Chatbot Chatbot Public

    This repository contains a modular, scalable chatbot system leveraging LLMs (Large Language Models) with a microservices architecture. The chatbot is built for retrieval-augmented generation (RAG),…

    Python 4 1

  4. intrusion-detection intrusion-detection Public

    This is a research project that I used as my end of studies project to obtain a state engineer degree in Information Systems from the National Polytechnic School of Oran, Algeria. The goal of this …

    Jupyter Notebook

  5. Reddit-Crypto-Sentiment-Analysis Reddit-Crypto-Sentiment-Analysis Public

    This project demonstrates how to build a data pipeline to fetch, clean, and analyze sentiment from Reddit posts. For this proof-of-concept, we analyzed the cryptocurrency subreddit

    Python 1