Hi, I am Nikita!

I am applied ML scientist working on the frontier of research and business. This website hosts my blog with ML tutorials, competition solutions and project findings. All opinions published here are my own.

Check out my CV and other pages to see more of my work:

📁 my portfolio with ML projects on different topics
📚 my publications with abstracts and full-text PDFs
🥇 my Kaggle solutions with links to code and writeups

Recent blog posts

Layer-Wise Learning Rate in PyTorch

Implementing discriminative learning rate across model layers

Mar 29, 2022 · 8 min read
Estimating Text Readability with Transformers

Interactive web app for predicting reading complexity of custom texts

Nov 21, 2021 · 7 min read
Test-Time Augmentation for Tabular Data

Improving predictive performance during inference

Sep 8, 2021 · 12 min read
Extracting Intermediate Layer Outputs in PyTorch

Simple way to extract activations from deep networks with hooks

May 27, 2021 · 8 min read
Tracking ML Experiments with Neptune.ai

Switching from spreadsheets to Neptune to improve model building

Apr 30, 2021 · 11 min read

Recent blog posts

Layer-Wise Learning Rate in PyTorch

Estimating Text Readability with Transformers

Test-Time Augmentation for Tabular Data

Extracting Intermediate Layer Outputs in PyTorch

Tracking ML Experiments with Neptune.ai

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