Computer Vision · R&D · AI

From Vision to Intelligence

Bridging the gap between academic research and global AI products.

Vitalii

Insights & Thoughts

Latest updates for the industry, research & deep dives.

ViT card
Computer Vision 23-09-2025

🤖 Visual Transformer: The Other CNN

ViT implemented from scratch, explained and demystified 🪄
Top3 arrays
Coding 05-09-2025

🔡 Top 3 Array Challenges for Interviews

Mastering the fundamentals for your next role. Bubble sort anyone? 🫧
Dino
Computer Vision 30-08-2025

🦖 DINOv3: The New Vision SOTA

Is it finally time to say goodbye to the classic ResNet? 👋
Linear Regression
ML 22-08-2025

📏 Linear Regression

The fundamental algorithm you must know to get any AI offer 😁
Distributed Training
Deep Learning 22-08-2025

🚦 Distributed Training

Scaling up: Because 1 GPU is never enough anymore 😭
Attention
Computer Vision 22-08-2025

⚠️ Cross- or Self-?

Explaining the differences between the two Attention paradigms.
Eigenvalues
Math 22-08-2025

🤯 Eigen.. What?

Why Eigenvalues and Eigenvectors are the backbone of AI.

Decorators
Coding 22-08-2025

🍫 Decorators are All You Need?

Decoding one of Python's most powerful concepts 🐍
Welcome
Other 21-08-2025

👋 Welcome to My AI Blog!

What you can expect from this repository of knowledge 😊

About Me

My name is Vitaly, and I'm a Computer Vision Engineer.

With over 10 years of experience in AI R&D, productization, and team leadership, I specialize in generative AI and advanced image/video processing. Holder of 15+ patents, I have successfully led solutions from research to flagship devices used by 10M+ users worldwide.