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1. IoTWarden-Deep-RL-based-Security-System IoTWarden-Deep-RL-based-Security-System Public

   A Deep Q-Network based RL solution, namely IoTWarden, developed using TensorFlow, OpenAI Gym, and Python. Simulated a vulnerable IoT environment using Gym, where a defense agent optimally takes act…

   Jupyter Notebook 5

2. IoTMonitor-Hidden-Markov-Model-Security-System IoTMonitor-Hidden-Markov-Model-Security-System Public

   A Hidden Markov Model (HMM) solution to decode sequential data patterns from an array of sensory symbols (observations). This codebase is developed using Python, Scikit-Learn, and NumPy.

   Python

3. LSTM-RNN-Optimal-Data-Sequence-Generation LSTM-RNN-Optimal-Data-Sequence-Generation Public

   An LSTM-based Recurrent Neural Network (RNN) solution developed using TensorFlow and Python to discover sequential data patterns and create optimal data sequences.

   Jupyter Notebook

4. BBC-News-Classification-using-LSTM-and-TensorFlow BBC-News-Classification-using-LSTM-and-TensorFlow Public

   An NLP-based Text (News) Classifier developed using TensorFlow, LSTM, Keras, Scikit-Learn, and Python.

   Jupyter Notebook 1

5. Document-Denoising-Convolutional-Autoencoder-using-TensorFlow Document-Denoising-Convolutional-Autoencoder-using-TensorFlow Public

   A Convolutional Autoencoder (CAE) to remove noise from document images and reconstruct them without losing important information. I used TensorFlow, OpenCV, Scikit-Learn, and Python to develop this…

   Jupyter Notebook 5 3

6. Leetcode-Problem-Solving Leetcode-Problem-Solving Public

   A repository to trace down all the Leetcode problems I have solved so far and showcase my problem-solving skills. I primarily used Python to code the solutions.

   Python