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yassinalamelden/README.md

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πŸ’» Machine Learning Engineer | 🧠 Deep Learning & AI Systems | 🧰 Python Full Stack | πŸš€ AI for Healthcare & E-Commerce


🌟 About Me

  • πŸ’» Machine Learning Engineer with a background in building intelligent systems and computational models.
  • 🧠 Current Focus: Developing deep learning expert systems, vector search engines (FAISS, FashionCLIP), and AI-driven applications.
  • 🧬 Research: Protein Folding Simulation using metaheuristics (Genetic Algorithms, Simulated Annealing, PSO).
  • 🌐 Full-Stack Development: Building end-to-end platforms using Python OOP, Streamlit, and web technologies.
  • 🧰 Data & Databases: Strong schema design, views, and migrations with SQL Server (SSMS) and SQLite.
  • 🀝 Open to collaboration on AI, Deep Learning, and Healthcare projects.

πŸš€ Featured Projects

πŸ”Ή Hospital Management System
A comprehensive hospital management platform built with Python OOP. - πŸ₯ Advanced appointment booking system and interactive calendar validation.

  • πŸ’³ Automated billing, patient portal, and room/bed allocation management.
  • πŸ” Secure role-based access control (Admin, Doctor, Patient).

πŸ”Ή Protein Folding Model
Simulating protein folding using Genetic Algorithm, Simulated Annealing, and Particle Swarm Optimization on 2D & 3D lattice models. - βœ… Optimized folding energies with metaheuristics

  • βœ… Streamlit web app: Live Demo πŸ”Ή E-Commerce Dashboard
    Interactive sales analytics dashboard built with Streamlit + SQLite + Plotly. - πŸ“Š Live interactive charts & tables (Pandas + Plotly): Live App ---

🚧 In Progress

πŸ”Έ ChicFinder
Deep learning-based intelligent expert system for outfit recommendations. - 🧠 Utilizing FashionCLIP for high-dimensional image embeddings (512-dim).

  • πŸ” Implementing FAISS for ultra-fast offline and online cosine similarity vector searches.

πŸ”Έ Silo Ongoing development project expanding my backend and system architecture expertise.


πŸ“Š GitHub Stats & Activity

GitHub Stats GitHub Streak


Top Langs


πŸ“¬ Connect With Me

LinkedIn
GitHub
Gmail


⭐️ Always open to collaboration on AI + Bioinformatics projects!

Pinned Loading

  1. Hospital-Managment-System Hospital-Managment-System Public

    Full Hospital Management System website using Python OOP

    HTML 1

  2. Protein_Folding_Model Protein_Folding_Model Public

    A computational biology project exploring protein folding via Genetic Algorithm, Simulated Annealing and Particle Swarm Optimization on multiple lattice models using the HP model.

    Jupyter Notebook

  3. Ahmed-fall/Silo Ahmed-fall/Silo Public

    A Smart intelligent system that identifies and recognizes the pattern of spoilage for Egypt plants.

    TypeScript 1