Building Heart Rhythm Classification Device for Human |
Python and Embedded System
- Developed a heart arrhythmia detection device for my Senior Design Project in collaboration with the TAMIU Aires Incubatorship program.
- Utilized machine learning, including Convolution Neural Networks and Decision Trees, to predict arrhythmias.
- Integrated hardware components, including Raspberry Pi, AD8232 Sensor, MCP3008 ADC, and Raspberry Pi touchscreen.
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Machine Learning Based-Detection on DDos Attacks for
IOT Systems | Python (presented at pathways)
- Created machine learning models using various algorithms.
- Addressed IoT security, focusing on DoS and DDoS attacks.
- Implemented advanced ML techniques for an Intrusion Detection System (IDS).
- Expertise in algorithms: SVM, XGBoost, Random Forest, and ANN.
- Optimized system with feature selection and scaling.
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Hierarchical Inheritance Bank Account | Java
- Created an inheritance hierarchy bank account that a bank can use to represent
customers bank accounts using object-oriented principles and coded in Java in IntelliJ.
- Created classes that inherited from the superclass (base class) that had methods and
variables inherited from one class to another
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Hand Gesture Recognition
- Real-Time Gesture Recognition: The project can identify and classify hand gestures in real-time, allowing for interactive applications.
- OpenCV Integration: OpenCV is utilized for capturing and processing video frames from a webcam or camera source.
- MediaPipe Hand Tracking: The MediaPipe library provides hand tracking capabilities, making it easier to locate and analyze hand gestures.
- Deep Learning Model: TensorFlow Keras is used to train and deploy a deep learning model for gesture classification.
- Customizable Gestures: The system can be extended to recognize custom hand gestures, making it adaptable for various use cases.
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Roulette Casino Game
- Engineered a casino roulette game in C++, showcasing expertise in data structures and algorithms.
- Utilized queues, stacks, vectors, and linked lists, player bets and outcomes simulation, and dynamic
scoring systems.
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