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hamza93-ai/README.md

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👨‍💻 About Me

I'm a BS Artificial Intelligence student at Dawood University of Engineering & Technology (DUET), Karachi — passionate about turning data into intelligence and building AI-powered solutions that solve real problems.

  • 🤖 Deeply interested in Computer Vision, Machine Learning, Deep Learning, Data Science, and building smart AI systems
  • 🌱 Currently exploring: Agentic AI, Generative AI, LLMs, NLP, and AI search algorithms
  • 💻 Skilled in Python, C++ with hands-on experience in ML frameworks
  • 💬 Ask me about Machine Learning, Data Science, or AI projects
  • 📫 Reach me at LinkedIn

🛠️ Tech Stack

Languages:

Python C++ R SQL OOP

AI / ML:

TensorFlow PyTorch scikit-learn Pandas NumPy OpenCV Matplotlib SciPy Seaborn Keras

Tools & Platforms:

Jupyter Git Linux VS Code MySQL Oracle Google Colab MATLAB Bash Anaconda NotebookLM

🚀 Featured Projects

🃏 Playing Card Detection Real-time object detection with YOLOv8, achieving 99.4% mAP50. Python YOLOv8 Computer Vision

😊 Facial Emotion Recognition Custom CNN trained on FER-2013, ~67.75% validation accuracy, live webcam inference. Python TensorFlow/Keras OpenCV

💳 Credit Card Fraud Detection Compared multiple classifiers — Logistic Regression best at ~94% K-Fold accuracy. Python scikit-learn Data Science

✈️ Airline Reservation System OOP-based booking system in C++ with real-time seat and boarding pass logic. C++ OOP

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  1. Playing-Card-Detection-YOLOv8 Playing-Card-Detection-YOLOv8 Public

    Real-time playing card detection system using YOLOv8 deep learning model trained on all 52 standard playing cards. Includes Google Colab training pipeline and browser-based ONNX deployment with liv…

    Jupyter Notebook

  2. Facial-Emotion-Recognition Facial-Emotion-Recognition Public

    Real-time facial emotion recognition using custom CNN trained on FER-2013 dataset. Detects 7 emotions via webcam with OpenCV. Built for Computer Vision course at DUET.

    Jupyter Notebook

  3. HR-Attrition-Prediction-ML HR-Attrition-Prediction-ML Public

    Predicts employee attrition using Logistic Regression, Decision Tree, and Random Forest with Stratified K-Fold Cross Validation. Includes EDA, data preprocessing, class imbalance handling, hyperpar…

    Jupyter Notebook

  4. Credit-Card-Fraud-Detection-ML Credit-Card-Fraud-Detection-ML Public

    A machine learning project to detect fraudulent credit card transactions using Logistic Regression, Decision Tree & Random Forest. Includes EDA, K-Fold Cross Validation, GridSearchCV tuning, and RO…

    Jupyter Notebook

  5. Titanic-Survival-Classification Titanic-Survival-Classification Public

    This repository contains a Machine Learning classification project built on the Titanic dataset. Multiple classification algorithms including Decision Tree, Naive Bayes, SVM, and Bagging Ensemble a…

    Jupyter Notebook

  6. Airlines-Reservation-System Airlines-Reservation-System Public

    Console-based Airline Reservation System in C++ using OOP — Customer registration, flight booking, and boarding pass generation with sequence enforcement and input validation.

    C++