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1. Lane_Detection_Using_Hybrid_RNN_and_CNN_Approach Lane_Detection_Using_Hybrid_RNN_and_CNN_Approach Public

   In this project, hybrid deep learning models CNN and LSTM were implemented to perform lane detection for autonomous vehicle

   Python 3

2. Fuzzy_Logic Fuzzy_Logic Public

   Mamdani Fuzzy Inference Systems FIS is implemented to translate human experience to Mamdani rules. In this project, smart oven FIS is utilized to optimize and automate the adjustment of oven cookin…

   MATLAB 1

3. Natural_Language_Processing Natural_Language_Processing Public

   Pytorch and Python used to crate Seq2Seq models (LSTM and GRU) for natural language processing (NLP). Furthermore, the implemented model utilized to create an AI enhanced chatbot. This project was …

   Jupyter Notebook 1

4. Deep_learning_for_intrusion_detection Deep_learning_for_intrusion_detection Public

   In this project, supervised multi-class classification algorithms and deep neural network is implemented to detect network intrusion. KDD Cup 1999 dataset is used to train, validate and test the pe…

   Python 2

5. Intelligent_Mobile_Robot Intelligent_Mobile_Robot Public

   A Linux based Robotic Operating System (ROS) is used to simulate mobile robots for different purposes such as mapping and localizing the mobile robots in unknown environment.

   Python

6. AWS AWS Public

   In this AWS solution architecture Lambda function is utilized to build a back function for area calculator. HTML utilized for front end.

   Jupyter Notebook 1