Focus Areas

These are some of the areas where I'm currently focusing my learning and development.

Machine Learning & AI

Exploring the world of AI, with a special interest in Reinforcement Learning. Here is a comparison of an agent at two different stages of its training, showing the improvement in its strategy.

Early training stage

After some training

Optimization Algorithms

Understanding the fundamentals of how models learn is key. Here is a visualization of the Gradient Descent algorithm finding the minimum of a function.

Gradient Descent Visualization

Internet of Things (IoT)

Building connected devices and systems. Exploring hardware programming with platforms like ESP32 and integrating them with modern web services.

IoT Project