Imad Dabbura
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Imad Dabbura

AI Scientist

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Welcome to your backstage pass for mastering the art and science of AI, Machine Learning, and Data Science.

If you’re an AI/ML/DS practitioner hungry for more than surface-level tutorials, you’re in the right place. Here, I transform years of hands-on experience as a DMTS - AI Scientist—across industries from smart devices to healthcare—into practical insights and real-world strategies you can use today.

What You’ll Find Here

  • Blueprints for Breakthroughs: In-depth guides and technical explorations that go beyond the basics, designed to help you build, deploy, and scale smarter solutions.
  • Battle-Tested Lessons: Honest stories from the trenches—what worked, what failed, and how you can skip the growing pains.
  • Plug-and-Play Resources: Open-source tools, frameworks, and code snippets to supercharge your projects and save you time.

Why Practitioners Keep Coming Back

Readers have used these resources to boost model accuracy, streamline production pipelines, and solve thorny domain challenges. This isn’t just theory—it’s your shortcut to real-world results.

Ready to push the boundaries of what’s possible in AI, ML, and Data Science? Dive in, experiment boldly, and let’s shape the future together.

Your Feedback Matters!

I’m always looking to improve and tailor the content to your needs. If you have suggestions, questions, or notes on any of the materials, please share your feedback. Your insights help make this space even more valuable for the entire community.

Start Here

New to the blog? These posts are great starting points:

Attention Is All You Need… But Here’s the Rest
NLP
Deep Learning

Building GPT(2/3) from Scratch: Turning Theory into a Working Transformer
NLP
Deep Learning

Character-Level Language Model
NLP
Deep Learning

Inside LSTMs: Implementing and Optimizing Sequential Models from First Principles
NLP
Deep Learning

Make ML Systems Ship Again
MLSys
MLOps
Machine Learning
Data Science
Deep Learning

The Production ML Survival Guide
MLSys
MLOps
Machine Learning
Data Science
Deep Learning
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