Nikita Kozodoi's Projects
Finding volleyball slots
Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)
Solution to the Data Mining Cup 2019 competition
Profit-driven demand forecasting with gradient boosted trees
Python package with utilities for data processing, aggregation, feature engineering and data versioning
Solution to the Data Science Game 2017 competition (final stage)
Solution to the Data Science Game 2018 competition (online stage)
Solution to the Data Science Game 2018 competition (final stage)
My solution to the Data Science Olympics 2019 hackathon
Fair ML in credit scoring: Assessment, implementation and profit implications
R package for computing and visualizing fair ML metrics
Classifying gravitational wave signals with deep learning
Solution to the Kagggle Competition "PLAsTiCC Astronomical Classification"
Solution to the "Google Analytics Customer Revenue Prediction" Kaggle Competition
Solution to the Kaggle Home Credit Default Risk competition
Solution to the Kagggle Competition "IEEE Fraud Detection"
Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)
Catheter and line position detection on X-Ray images with deep learning (top-5% Kaggle solution)
Repo with a profile README
A list of public machine learning/data science/AI contests.
Predicting pet cuteness from images (top-4% Kaggle solution and web app)
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
E.T. signal detection on spectrograms with deep learning (top-7% Kaggle solution)
Predicting text reading complexity with transformers (top-9% Kaggle solution & interactive web app)
Udacity ML Engineer Nanodegree capstone project
Personal website with ML blog, project portfolio and more of my work