Akshay Ballal

MACHINE LEARNING ENTHUSIAST

Hello

Here's who I am and what I do

Welcome to my personal website! I am a self-taught AI developer driven by a passion for pushing the boundaries of technology. Applying First Principles thinking, I strive to solve complex challenges and create innovative solutions. As a Technology Enthusiast, I constantly explore the latest advancements in the field. I am deeply committed to leveraging AI for social good and advocate for green technology. Join me on this journey as I utilize my self-taught expertise to build products and technologies that address industrial problems. Let's collaborate and shape a better future together.

Recent Blogs

28 Jul 2023

Maze Solving Robot with Reinforcement Learning

Discover the power of Reinforcement Learning (RL) in this beginner-friendly blog. Learn how an Agent interacts with an Environment, aiming to maximize rewards over time. Explore the concept of 'Return' and the use of discounting factor 'gamma' for continuous tasks. Build a maze-solving algorithm and visualize results with Pygame. Perfect RL's basics in this 'Hello World' project!

1 Jul 2023

Experiment Tracking and Hyperparameter Tuning with TensorBoard in PyTorch 🔥

Unlocking Performance - Maximizing Model Accuracy through Experiment Tracking and Hyperparameter Tuning with TensorBoard in PyTorch

19 Jun 2023

Building a Vision Transformer from Scratch in PyTorch🔥

Demystifying the Architecture and Implementation Steps for State-of-the-Art Image Classification