Nikolai Zhukov

Per Layer Embeddings

text

Per-layer embeddings (used in Gemma4 models).

Poetry NanoGPT

code

Nano Generative Pre-trained Transformer (GPT) on W.Shakespear and A. Pushkin datasets.

Pose Detection

code

tt

video

Sceletal pose landmark detection for table tennis.

Elo Rating System

code

Elo rating system, Statsbomb open-data minimal exploratory analysis.

Pet’s Facial Expression Detection App

code

Kaggle’s pet’s facial expression dataset with EfficientNet CNN.

Zero-like Reinforcement Learning, Monte Carlo Tree Search

visualisation

code

Zero-like reinforcement learning model for chess, similar to the DeepMind’s AlphaZero approach.

Spatio-temporal Graph Node Prediction with MeshGraphNet

code

Application of MeshGraphNet for spatio-temporal Graph node prediction task.

Hello World 👀!

news

💻🏓🎨 🔦❤️🎶

Words Representation in Vector Space

code

Word2vec explained.

Signature Detection (You Look Only Once, custom CNN)

code

Application of You Look Only Once(YOLO) method and custom CNN for customer’s signature detection.

Transcendental learning

visualisation

Different ways of humans’s learning.

Shapley Values

code

Explaining black box machine learning models with Shapley Values, SHAP, …

Mirrorless Safety Windshield System

text

video

Mirrorless Safety Windschield System by AutoGenZ team. 2nd winner of Valeo Innovation Challenge 2025. Computer Vision system which eliminates rear and side mirrors of…