Foundational Projects

Derived and Implemented 6 RL algorithms from scratch in Python and simulated with GYM environments Topics

RL Algorithms from scratch using Open AI Gym

Python

Open AI Gym

Derived and Implemented 6 RL algorithms from scratch in Python and simulated with GYM environments Topics

RL Algorithms from scratch using Open AI Gym

Python

Open AI Gym

Derived and Implemented 6 RL algorithms from scratch in Python and simulated with GYM environments Topics

RL Algorithms from scratch using Open AI Gym

Python

Open AI Gym

End-to-end implementation of linear, multilayer perceptron, and custom LSTM architectures (NumPy & PyTorch) for continuous function approximation with post‑hoc sparse symbolic extraction.

Neural Networks and Beyond

Numpy

PyTorch

End-to-end implementation of linear, multilayer perceptron, and custom LSTM architectures (NumPy & PyTorch) for continuous function approximation with post‑hoc sparse symbolic extraction.

Neural Networks and Beyond

Numpy

PyTorch

End-to-end implementation of linear, multilayer perceptron, and custom LSTM architectures (NumPy & PyTorch) for continuous function approximation with post‑hoc sparse symbolic extraction.

Neural Networks and Beyond

Numpy

PyTorch

implementation of a Patrol Robot in ROS2 Humble distribution.

Autonomous Patrol Robot

ROS2

Gazebo

implementation of a Patrol Robot in ROS2 Humble distribution.

Autonomous Patrol Robot

ROS2

Gazebo

implementation of a Patrol Robot in ROS2 Humble distribution.

Autonomous Patrol Robot

ROS2

Gazebo

A data-driven analysis applying Dynamic Mode Decomposition (DMD) to model complex dynamical systems for financial price prediction

Dynamic Mode Decomposition for Financial Trading

Python

Dynamical Systems

A data-driven analysis applying Dynamic Mode Decomposition (DMD) to model complex dynamical systems for financial price prediction

Dynamic Mode Decomposition for Financial Trading

Python

Dynamical Systems

A data-driven analysis applying Dynamic Mode Decomposition (DMD) to model complex dynamical systems for financial price prediction

Dynamic Mode Decomposition for Financial Trading

Python

Dynamical Systems

A robust, chaos-theoretic approach to image encryption leveraging Arnold Cat and Henon maps for secure, efficient multimedia protection in real-world applications.

Chaos based image encryption

Python

Cryptography

A robust, chaos-theoretic approach to image encryption leveraging Arnold Cat and Henon maps for secure, efficient multimedia protection in real-world applications.

Chaos based image encryption

Python

Cryptography

A robust, chaos-theoretic approach to image encryption leveraging Arnold Cat and Henon maps for secure, efficient multimedia protection in real-world applications.

Chaos based image encryption

Python

Cryptography

A comprehensive exploration of signal and image processing techniques, emphasizing mathematical rigor, algorithmic implementation, and real-world relevance in data science and AI.

Signal & Image Processing

MATLAB

Signal Processing

A comprehensive exploration of signal and image processing techniques, emphasizing mathematical rigor, algorithmic implementation, and real-world relevance in data science and AI.

Signal & Image Processing

MATLAB

Signal Processing

A comprehensive exploration of signal and image processing techniques, emphasizing mathematical rigor, algorithmic implementation, and real-world relevance in data science and AI.

Signal & Image Processing

MATLAB

Signal Processing

Want to see more?

Github

Check out my other featured projects

Github

Check out my other featured projects

Github

Check out my other featured projects

Create a free website with Framer, the website builder loved by startups, designers and agencies.