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1. postgresql-sql-ml-anomaly-detector postgresql-sql-ml-anomaly-detector Public

   An automated pipeline for detecting anomalous SQL queries based on pg_stat_statements metrics. Features a complete ETL process, unsupervised learning with Isolation Forest, and real-time alerting v…

   Python

2. optimizer-playground optimizer-playground Public

   NumPy-based library for linear models, optimizers (GD/Momentum/RMSProp/Adam/AdamW) and regularizers (L1/L2/ElasticNet), with reproducible experiment notebooks

   Jupyter Notebook

3. codenrock-ml-hackathon codenrock-ml-hackathon Public

   Solutions for Codenrock ML Hackathon 2026 covering NLP, CV, RecSys, and Tabular tasks. Tech stack: Python, CatBoost, PyTorch, Scikit-learn.

   Jupyter Notebook

4. nyc-taxi-linear-models nyc-taxi-linear-models Public

   End-to-end Machine Learning solution for predicting NYC Taxi trip duration. Features extensive EDA, geospatial feature engineering, and Ridge/Lasso regression pipelines. RMSLE: ~0.46.

   Jupyter Notebook