kozodoi
ML scientist working on the frontier of research & business
Amazon Web ServicesBerlin, Germany
Pinned Repositories
intelligent-document-processing-with-amazon-bedrock
🚀 Extract information from your unstructured documents at scale with Generative AI
BMS_Molecular_Translation
Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)
DMC_2019
Solution to the Data Mining Cup 2019 competition
DMC_2020
Profit-driven demand forecasting with gradient boosted trees
dptools
Python package with utilities for data processing, aggregation, feature engineering and data versioning
Fair_Credit_Scoring
Fair ML in credit scoring: Assessment, implementation and profit implications
fairness
R package for computing and visualizing fair ML metrics
Kaggle_Leaf_Disease_Classification
Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)
Text_Readability_Prediction
Predicting text reading complexity with transformers (top-9% Kaggle solution & interactive web app)
website
Personal website with ML blog, project portfolio and more of my work
kozodoi's Repositories
kozodoi/Kaggle_Leaf_Disease_Classification
Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)
kozodoi/fairness
R package for computing and visualizing fair ML metrics
kozodoi/Fair_Credit_Scoring
Fair ML in credit scoring: Assessment, implementation and profit implications
kozodoi/website
Personal website with ML blog, project portfolio and more of my work
kozodoi/BMS_Molecular_Translation
Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)
kozodoi/DMC_2020
Profit-driven demand forecasting with gradient boosted trees
kozodoi/Text_Readability_Prediction
Predicting text reading complexity with transformers (top-9% Kaggle solution & interactive web app)
kozodoi/dptools
Python package with utilities for data processing, aggregation, feature engineering and data versioning
kozodoi/DMC_2019
Solution to the Data Mining Cup 2019 competition
kozodoi/Gravitational_Wave_Detection
Classifying gravitational wave signals with deep learning
kozodoi/Kaggle_Home_Credit
Solution to the Kaggle Home Credit Default Risk competition
kozodoi/Kaggle_RANZCR_Challenge
Catheter and line position detection on X-Ray images with deep learning (top-5% Kaggle solution)
kozodoi/Kaggle_Google_Analytics
Solution to the "Google Analytics Customer Revenue Prediction" Kaggle Competition
kozodoi/mlcontests.github.io
A list of public machine learning/data science/AI contests.
kozodoi/SETI_Signal_Search
E.T. signal detection on spectrograms with deep learning (top-7% Kaggle solution)
kozodoi/DSG_2018_Round1
Solution to the Data Science Game 2018 competition (online stage)
kozodoi/BeachGPT
Finding volleyball slots
kozodoi/DSG_2017_Round2
Solution to the Data Science Game 2017 competition (final stage)
kozodoi/DSG_2018_Round2
Solution to the Data Science Game 2018 competition (final stage)
kozodoi/DSO_2019
My solution to the Data Science Olympics 2019 hackathon
kozodoi/Kaggle_Astronomical_Classification
Solution to the Kagggle Competition "PLAsTiCC Astronomical Classification"
kozodoi/Kaggle_IEEE_Fraud_Detection
Solution to the Kagggle Competition "IEEE Fraud Detection"
kozodoi/kozodoi
Repo with a profile README
kozodoi/Pet_Pawpularity
Predicting pet cuteness from images (top-4% Kaggle solution and web app)
kozodoi/ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
kozodoi/Udacity_Blindness_Detection
Udacity ML Engineer Nanodegree capstone project