Nikita Kozodoi

⚖️ Fair ML in credit scoring: Assessment, implementation and profit implications

🌱 Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

📊 R package for computing and visualizing fair ML metrics

👨🏻‍💻Personal AI blog with talks, papers, and more of my work

Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)

Profit-driven demand forecasting with gradient boosted trees

Solution to the Kaggle Home Credit Default Risk competition

Predicting text reading complexity with transformers (top-9% Kaggle solution & interactive web app)

Python package with utilities for data processing, aggregation, feature engineering and data versioning

Solution to the Data Mining Cup 2019 competition