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ZyadKamalHamed/README.md

Hi, I'm Zyad πŸ‘‹

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AI Specialist @ The General Store | AI Engineering Student @ UTS

πŸŽ“ Bachelor of Artificial Intelligence β€” University of Technology Sydney (Distinction Average)
Focused on practical AI applications across business, automation, and computer vision
Blending technical precision with human-centred design principles


πŸš€ Current Projects

  • Onboarding Platform for The General Store - Building a webapp using react and typescript with a firebase backend and vercel deployment for onboarding company employees
  • AI Prompt Enhancement Platform β€” Built full-stack web app integrating Gemini and Leonardo APIs for prompt optimisation, deployed on HuggingFace and adopted by 70+ team members
  • Sentiment Analysis Research β€” Compared Naive Bayes, SVM, and Logistic Regression on 8,000 ChatGPT reviews, achieved 91.1% accuracy with SVM using TF-IDF vectorisation
  • Customer Churn Prediction β€” Engineered ensemble models for Kaggle competition, placed top 15% using decision trees, SVM, and neural networks with feature engineering

πŸ› οΈ Tech Stack

Programming & ML Frameworks: Python, JavaScript, SQL, scikit-learn, Pandas, NumPy, PyTorch, TensorFlow
Data Engineering & Automation: Google App Script, Webhooks, Power BI, Tableau, Excel (Advanced), KNIME, API Pipelines
Generative & Applied AI: Gemini, Claude, OpenAI, Nano, Hugging Face, Perplexity, Image Gen, Video Gen, Prompt engineering
Cloud & Deployment: Google Cloud Platform, Microsoft Azure, Streamlit, Hugging Face Spaces, GitHub
Development & Collaboration: VS Code, Jet Brains, Jupyter Notebook, Jira, Slack, Google Workspace


πŸ“ˆ Recent Achievements

  • 🎨 Delivered end-to-end AI TVC for REBEL SPORTS using prompt engineering and video generation
  • 🎯 Reduced operational costs by 6 figures within 2 weeks of employment by optimising processes with AI
  • πŸ† Trained over 70 employees on Gen AI workflows in various use cases

Pinned Loading

  1. customer-subscription-prediction-analysis customer-subscription-prediction-analysis Public

    Machine learning classification project comparing 5 algorithms (Random Forest, Decision Tree, KNN, SVM, Neural Network) to predict customer subscription behavior. Achieved 96% accuracy using KNIME …

    1

  2. pet-adoption-center pet-adoption-center Public

    JavaFX desktop application for pet adoption management featuring MVC architecture, user authentication, and real-time data updates

    Java 1

  3. ZyadKamalHamed ZyadKamalHamed Public

    Github Profile README

    1

  4. Liefeline_captcha Liefeline_captcha Public

    Forked from JCLOH98/google-image-recaptcha-mockup

    A static front-end mockup replicating the Google reCAPTCHA interface. It mimics the appearance and basic interactions of the Google reCAPTCHA widget without backend functionality.

    CSS

  5. sentiment-analysis-nlp-comparison sentiment-analysis-nlp-comparison Public

    Jupyter Notebook 1