Sberbank

Development and support

Data Science is a platform for the Sberbank Data Science Journey (series of events) for hosting machine learning, data analysis and AI contests. As a part of the contest, the contestants had to solve the bank’s real business problems, using 7 million anonymized and modified observations by 15,000 anonymized clients.

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Sberbank

Development and support

Data Science is a platform for the Sberbank Data Science Journey (series of events) for hosting machine learning, data analysis and AI contests. As a part of the contest, the contestants had to solve the bank’s real business problems, using 7 million anonymized and modified observations by 15,000 anonymized clients.

технологии

Отзыв

Подробный отзыв

Review

Detailed review

2017

Goals

We launched the project by the official start date.This was the biggest contest in the history of Russian companies with 3181 registries, 718 active contestants, and 11789 solutions uploaded to the platform (30GB of data).The platform endured peak loads of up to 50 requests in a second.

All the data and prediction processing was conducted with the help of the automated platform developed by us. We managed to develop it in an extremely short time — instead of 3 months initially planned by the client, we did it in 3 weeks.

Tasks

To design the project in 3 week instead of intended 3 months.
To consider peak load situations during the contests.
To protect the platform from possible hacks, as well as from possible cheating by the contestants.
To provide real-time rating.
To provide 24/7 support for the project and further development.

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Solution