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mahmoudalrefaey/README.md
MasterHead

Howdy!πŸ‘‹, I am Mahmoud Al-Refaey

mahmoudalrefaey


πŸ‘¨β€πŸ’» About Me:

  • πŸ“‹ Resume: Check it out here
  • πŸ’¬ Ask me about: Machine Learning, Deep Learning, Data Science
  • 🧐 Interested in: ComputerVision, NLP, ANN Science
  • πŸ“« Reach me at: dev.mahmoudrefaey@gmail.com | +20 1026295189

🌐 Connect with me:

LinkedIn - Abdullah Khaled Kaggle - Abdullah Khaled HackerRank - Abdullah Khaled WhatsApp - Abdullah Khaled


πŸŽ“ Education


🏫 B.CS. in Artificial Intelligence

  • University Badge
  • GPA Badge
  • Duration Badge
  • πŸ§ͺ Graduation Project: AI-Powered SaaS Platform for Telecom Churn Prediction using ensemble ML models (Random Forest, XGBoost, LGBM) with Django + React and dashboard for decision-makers.

🏫 AI & Data Science - Data Scientist course by IBM

  • University Badge
  • Duration Badge

πŸ… Certifications

  • πŸ“œ Machine Learning Specialization – Stanford & DeepLearning.AI
  • πŸ“œ Deep Learning with PyTorch – Mahara Tech
  • πŸ“œ Oracle Cloud AI Foundations – Oracle University
  • πŸ“œ AWS Machine Learning Learning Plan & AWS Educate
  • πŸ“œ IBM AI & Data Science – Digital Egypt Pioneers (DEPI)
  • πŸ“œ Python Data Associate – DataCamp
  • πŸ“œ ML & Deep Learning Training – Zewail City of Science and Technology
  • πŸ“œ Data Analysis & Intermediate Python – Huawei ICT Academy


πŸ’Ό Experience


πŸ§‘β€πŸ’» Data Scientist & ML Engineer

Freelancing Platforms Β· Remote
Dec 2024 – Present

  • Built and deployed AI/ML solutions including predictive apps and LLM-based tools.
  • Fine-tuned LLaMA3 on Arabic text for QA pipelines.
  • Delivered dashboards and live apps using Streamlit and Gradio.

πŸ§‘β€πŸ’» Coding Instructor

Fakhr Academy Β· Remote
Sep 2023 - Present

Key Responsibilities:

  • Teach programming concepts and enhance coding skills in students through interactive and engaging sessions.
  • Empower students with real-world skills in modern development environments.
  • Encourage problem-solving, critical thinking, and creativity.

Programming Languages Teaching E-Learning Tutoring



πŸ› οΈ Technical Skills


πŸ–₯️ Programming Languages

Python Java C++ JavaScript MatLab


πŸ€– Machine Learning & NLP

TensorFlow Scikit-Learn Keras NumPy Pandas Matplotlib Seaborn Plotly NLP Hugging Face RAG Ollama


🧠 Deep Learning

Convolutional Neural Networks Recurrent Neural Networks Transfer Learning


πŸ“Š Data Science & Visualization

SQL Power BI Tableau Streamlit Gradio


☁️ Cloud Platforms

AWS Microsoft Azure OCI


πŸ”§ Version Control

Git GitHub



🌟 Soft Skills


🎯 Problem-Solving & Critical Thinking

  • Proven ability to analyze complex problems and devise data-driven solutions.
  • Highly adept at evaluating models and making decisions based on analytical insights.

🀝 Teamwork & Collaboration

  • Experience working in interdisciplinary teams to develop AI solutions.
  • Strong communication skills with both technical and non-technical stakeholders.

🧠 Creativity & Innovation

  • Passionate about solving unconventional challenges through innovative use of AI and data.

πŸ—£οΈ Communication

  • Ability to explain technical concepts clearly to non-technical stakeholders.

πŸ‘¨β€πŸ« Leadership

  • Led group projects and mentored junior team members in machine learning methodologies.

⏳ Time Management

  • Efficiently managed overlapping academic and internship responsibilities while delivering high-quality work.

πŸ” Attention to Detail

  • Rigorous in model tuning, ensuring precision and accuracy in results.

πŸ”₯ Self-Motivation

  • Consistently driven to improve technical skills and apply them in real-world scenarios.

πŸ”¬ Featured Projects


Pinned Loading

  1. streamlit-cancer-diagnosis streamlit-cancer-diagnosis Public

    AI-powered app designed to enhance breast cancer diagnosis by connecting to your cytology lab. Utilizing a machine learning model, it predicts whether a breast mass is benign or malignant based on …

    Python

  2. Arabic-Abusive-Text-Detection Arabic-Abusive-Text-Detection Public

    Leverage advanced NLP and ML to detect abusive language in Arabic content. Contribute to fostering a safer online space. #NLP #ArabicTextAnalysis #AbuseDetection

    Jupyter Notebook