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Igor Gorbenko

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Python in Plain English

How We Built a Route Safety Engine Using CatBoost, Open Data, and ClickHouse

From accident prediction to real-time risk-aware routing

May 26

How We Built a Route Safety Engine Using CatBoost, Open Data, and ClickHouse

May 26

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Python in Plain English

Harmony in Data: The Music Recommendation System with Milvus

The Art of Personalized Music Recommendations

Apr 8, 2024

Harmony in Data: The Music Recommendation System with Milvus

Apr 8, 2024

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Python in Plain English

Real Programmers Also Do Documentation: Automating Documentation Through GitHub and ChatGPT

“A system without documentation is like a house without a door. It doesn’t matter how well the house has been constructed if you can’t…

Mar 11, 2024

Real Programmers Also Do Documentation: Automating Documentation Through GitHub and ChatGPT

Mar 11, 2024

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AWS in Plain English

MLOps: Synergy of Data Science, Engineering, and Operations

“People love to be cared for” — a guiding phrase said to me by an engineering manager many years ago when I was still a student and was…

Oct 9, 2023

MLOps: Synergy of Data Science, Engineering, and Operations

Oct 9, 2023

Geospatial Data Analysis in ClickHouse: Polygons, Geohashes, and H3 Indexing

In an era of intensive business growth, understanding geospatial data becomes critically important for a company’s success. Modern…

Aug 17, 2023

Geospatial Data Analysis in ClickHouse: Polygons, Geohashes, and H3 Indexing

Aug 17, 2023

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Python in Plain English

The Inner Workings of Python Set and Collision Handling

Python is a powerful and flexible programming language that offers a variety of structures for data processing and organization. One of…

Jul 22, 2023

The Inner Workings of Python Set and Collision Handling

Jul 22, 2023

Igor Gorbenko

Igor Gorbenko

Architect of scalable data & ML systems. I design data products that solve real problems - not just process data

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