Medium

Andrei Kaliada

Andrei Kaliada

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Jul 23

From RFP to architecture: the questions I ask before designing an AI solution

Why the models are the least stable part of an enterprise AI design

From RFP to architecture: the questions I ask before designing an AI solution

Andrei Kaliada

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Feb 24

How I built a Computer Vision system that understands doors on floor plans

This is a deep dive into how I used YOLO, keypoint detection, and a clever ‘virtual mirror door’ method to make everything work.

How I built a Computer Vision system that understands doors on floor plans

Andrei Kaliada

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Apr 14, 2022

Data synthesis for ML

Real data sets are a source for creating models that will improve business efficiency and solve existing problems. Unfortunately, it is not…

Data synthesis for ML

Andrei Kaliada

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Feb 26, 2022

Generating realistic fake data using Snowfakery

In the process of application development, fake data is often used, which is needed to demonstrate or test functionality. You can, of…

Generating realistic fake data using Snowfakery

Andrei Kaliada

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Dec 20, 2021

Merry Christmas and YOLOv5 with object tracking

What would you like to do during the pre-Christmas holidays? Of course, to learn something new! So I thought and decided to try myself in…

Merry Christmas and YOLOv5 with object tracking

Andrei Kaliada

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Dec 8, 2021

Predict customer churn using Azure ML

In the last article, I did an EDA data analysis. Now, in continuation of that article, I will try to create a production-ready service. I…

Predict customer churn using Azure ML

Andrei Kaliada

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Nov 18, 2021

What can I advise a telecommunications company to improve the business?

A common business problem is to understand why customers churn and what to do with it. Today I will try to investigate this for the…

What can I advise a telecommunications company to improve the business?

Andrei Kaliada

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Sep 29, 2021

An affair with Data Science. How to Monetize Big Data

I read an amazing book about Data Science the other day. This book is for readers who want to try their hand at data analysis and ML.

An affair with Data Science. How to Monetize Big Data

Andrei Kaliada

Andrei Kaliada

Lead Data Architect & Data Scientist @AKODE-JDG. Passionate about IT, software dev, data analysis. Designs digital platforms & develops apps.

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