Welcome to RRX Labs

Hi, I’m Ryan. This is my space for exploring the intersection of robotics, AI, and automation—and sharing what I learn along the way. While my professional work focuses on industrial automation and microfluidics, this site is where I experiment, document, and break down cutting-edge engineering topics.

Why This Site Exists

AI and automation are evolving fast, and staying ahead means hands-on learning and experimentation. Many of the topics I explore—like reinforcement learning (RL) and synthetic data generation (SDG)—are shaping the future of intelligent machines.

This site serves as both my public lab notebook and an educational resource. I share technical insights, document experiments, and break down complex engineering challenges in a way that helps others learn.

What I Work On

Right now, I’m focused on:

  • Using Blender for synthetic data generation to train AI models more efficiently.

  • Exploring RL-based controllers for robotics.

  • Experimenting with NVIDIA Isaac Sim for AI-powered robot training.

But my projects evolve as I learn—expect deep dives, hands-on experiments, and insights into AI and robotics challenges.

Let’s Connect

If you're passionate about robotics, AI, and automation, follow along! I create blog posts, technical breakdowns, and educational content to help others explore these fields.

Check out my Notebook for the latest updates, or reach out—I'd love to connect with others working on similar ideas!!

Contact me

Have questions or want to collaborate? Send me a message!