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siso-kh/README.md

Mohamed Arsalen Kharrat πŸ‘‹

Currently a Computer Science Bachelor student at ESSTHS (Tunisia) β€” curious, driven, and working toward becoming an AI Security Specialist. I focus on deep learning, model research, and practical web & automation projects that bridge theory and real-world systems.


πŸ’‘ About Me

I’m Mohamed (Arsalen) β€” a self-driven developer and AI enthusiast with hands-on experience in machine learning experiments, full-stack web projects, and automation. I enjoy exploring model behavior, building surrogate models, creating tools for reproducible experiments, and contributing to practical software that solves user-facing problems. My long-term goal is to specialize in AI security, robustness, and red-teaming.

  • πŸŽ“ Current Status: Computer Science Bachelor Student at ESSTHS (Sousse, Tunisia)
  • 🎯 Open To: Internships, ML/AI research collaborations, and security-focused projects

πŸš€ Highlights & Selected Projects

  • Model Extraction Proof-of-Concept A pipeline demonstrating model extraction (proof-of-concept). Simulates harvesting structured data from a black-box API and training a local surrogate micro-model (TinyLlama 1.1B) using Unsloth + LoRA. (ML research & security experimentation)

  • Tunisia Energy RAG Retrieval-Augmented-Generation (RAG) project combining Python and TypeScript for knowledge retrieval with an application-level UI.

  • medica Full-stack medical website combining a Python backend and an interactive frontend (HTML/JS/CSS).

  • Automation & Web Tools (x-auto-bot, project_summariser, delice)
    Assorted Python and JavaScript projects demonstrating automation, text summarization, and web application development.


πŸ› οΈ Skills & Tech

  • Languages: Python, C/C++, Java, JavaScript, SQL, Bash
  • ML & Data: Deep Learning, PyTorch, LoRA, Model Fine-Tuning, Data Processing, Jupyter
  • Web & Backend: Flask, React, HTML/CSS/JS, PHP (Basic)
  • Tools & DevOps: Git, GitHub, Docker, CI/CD Concepts
  • Core Strengths: Algorithm Design, Problem Solving, Rapid Prototyping

πŸ† Achievements & Competitions

  • 1st Place β€” Vecna’s Algorithm 2.0 (AI Competition) β€” IEEE ISSATSO Student Branch (04/2026)
    Built a hybrid cross-platform app featuring educational games and an offline AI chatbot for scouts.
  • CTFs & Hackathons: Regular participant in algorithmic and security challenges (2024–2026).

πŸ“œ Certifications & Education

Certifications:

  • NVIDIA DLI β€” Fundamentals of Deep Learning
  • Google β€” AI Essentials (Coursera)
  • Coursera β€” Prompt Engineering
  • SoloLearn β€” Python Developer & SQL Intermediate
  • HP β€” AI for Beginners

Education:

  • Licence in Computer Science β€” ESSTHS (Ongoing)
  • Baccalaureate in Mathematics β€” Mention Bien

🌍 Languages

  • Arabic: Native
  • French: Advanced
  • English: Upper-Intermediate
  • German: Basic

🎯 What I’m Looking For

  • Internships or Junior Roles: ML/AI engineering, model robustness, privacy, or attack/defense research.
  • Collaborations: R&D projects or open-source tooling for ML reproducibility and AI security.

πŸ“« Connect with Me


β˜• Interests: AI Security Research, Hackathons, LLM Fine-Tuning, Anime, Movies, and Manhwa.

Popular repositories Loading

  1. model-theft-small-simulation model-theft-small-simulation Public

    A proof-of-concept pipeline demonstrating a Model Extraction (Theft) Attack. Simulates harvesting structured data from a Black-Box API to train a local surrogate micro-model (TinyLlama 1.1B) using …

    Jupyter Notebook 2

  2. tunisia-energy-rag tunisia-energy-rag Public

    Python 1

  3. github-final-project github-final-project Public

    Shell

  4. cyber_cafe cyber_cafe Public

    a single user shopping chart app that track your chart (like adding or removing items)

    JavaScript

  5. parfum-shop parfum-shop Public

    HTML

  6. medica medica Public

    a medical website

    HTML