Tom Rudny

About Me

I am an experienced AI and ML engineer with over 20 years of hands-on experience. I started working on AI before it was called that way and popular. My footsteps can be traced through software development, business intelligence, analytics, data science, machine learning, natural language processing, and LLMs.

I have seen a lot that was good and… a lot that wasn’t. I will be sharing my experiences, pointing out what to do and what to avoid. I will also comment on the latest developments and news in AI and ML.

Experience & Expertise

Software Development

Core programming principles & large-scale software design
Business intelligence & analytics pipelines
Data engineering and clean architecture

Machine Learning & AI

Supervised, unsupervised, and reinforcement learning
Natural language processing & large language models
End-to-end ML system design & deployment

Research & Insights

AI research, robotics, and automation
Critical analysis of new trends and technologies
Sharing lessons learned from successes and failures

My Philosophy

I believe that real learning comes from seeing what works and what doesn’t. My goal is to give you clear guidance, practical advice, and thoughtful commentary on AI, ML, and technology in general.

While we probably won’t have a coffee together, I will write what I would have told over one. Expect insights, recommendations, and lessons distilled from decades of experience.

Join the Journey

If you’re interested in AI, ML, and practical tech insights, consider following my work. New posts will share experiences, guidance, and analyses that you won’t find in textbooks.