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Supply chain and pricing

Containers to illustrate supply chain control tower

A guide to supply chain control tower use cases

Ilya Katsov

Ilya Katsov

July 6, 2023 • 11 min read

Inventory allocation optimization

Inventory allocation optimization: A pre-built solution for Dataiku

Marko Nikolic

Marko Nikolic

April 4, 2023 • 15 min read

Building a Visual Quality Control solution in Google Cloud using Vertex AI

Building a visual quality control solution in Google Cloud using Vertex AI

Oleg Smirnov

Oleg Smirnov

February 14, 2023 • 9 min read

Optimization of order and inventory sourcing decisions in supply chains with multiple nodes, carriers, shipment options, and products

Optimization of order and inventory sourcing decisions in supply chains with multiple nodes, carriers, shipment options, and products

Volodymyr Koliadin

Volodymyr Koliadin

February 2, 2023 • 27 min read

How explainable AI helped reduce warehouse order picking time by 1/4

How explainable AI helped reduce warehouse order picking time by 1/4

Maksym Kmet

Maksym Kmet

December 20, 2022 • 10 min read

Building a Workforce Schedule Optimization solution

Building a workforce schedule optimization solution

Jake Jian

Jake Jian

March 22, 2022 • 8 min read

Ship from store and save

Ship from store and save

Artem Kondakov

Artem Kondakov

November 9, 2021 • 10 min read

Multi-agent deep reinforcement learning for multi-echelon supply chain optimization

Multi-agent deep reinforcement learning for multi-echelon supply chain optimization

Ilya Katsov

Ilya Katsov

June 10, 2020 • 10 min read

Safety stock optimization for Ship-from-Store

Safety stock optimization for ship-from-store

Alex Rodin

Alex Rodin

March 8, 2019 • 16 min read

A guide to dynamic pricing algorithms

A guide to dynamic pricing algorithms

Ilya Katsov

Ilya Katsov

March 5, 2019 • 20 min read

Retail price modeling for replenishable and seasonal products

Retail price modeling for replenishable and seasonal products

Ilya Katsov

Ilya Katsov

January 30, 2019 • 31 min read

Algorithmic pricing, part III: implementation blueprint

Algorithmic pricing, part III: Implementation blueprint

Ilya Katsov

Ilya Katsov

January 8, 2019 • 9 min read

Algorithmic pricing, part II: AI and pricing strategy

Algorithmic pricing, part II: AI and pricing strategy

Ilya Katsov

Ilya Katsov

December 18, 2018 • 4 min read

Algorithmic pricing, part I: the risks and opportunities

Algorithmic pricing, part I: The risks and opportunities

Ilya Katsov

Ilya Katsov

December 11, 2018 • 12 min read

Predictive analytics for promotion and price optimization

Predictive analytics for promotion and price optimization

Ilya Katsov

Ilya Katsov

August 7, 2018 • 13 min read

Xgboost vs Catboost vs Lightgbm:
which is best for price prediction?

Xgboost vs Catboost vs Lightgbm: Which is best for price prediction?

Conor McNamara

Conor McNamara

May 1, 2018 • 7 min read

Customer intelligence and personalization

Cover photo multi-armed bandits

Harnessing multi-armed bandits for optimized coupon recommendations

Vladimir Eremin

Vladimir Eremin

October 5, 2023 • 8 min read

Churn analytics in the technology and telecom industries using Google Vertex AI

Churn analytics in the technology and telecom industries using Google Vertex AI

Marko Nikolic

Marko Nikolic

October 26, 2022 • 14 min read

Next Best Action (NBA) to augment customer engagement in Commercial Pharma

Next best action (NBA) to augment customer engagement in commercial pharma

Bhavana Ramesh

Bhavana Ramesh

August 2, 2022 • 8 min read

Designing an objective function for personalization in pharmaceutical marketing

Designing an objective function for personalization in pharmaceutical marketing

Bhavana Ramesh

Bhavana Ramesh

August 2, 2022 • 7 min read

AI & Machine Learning Will Transform The Customer Experience

AI & machine learning will transform the customer experience

Dharmendra Kapadia

Dharmendra Kapadia

June 3, 2022 • 4 min read

STAMP session-based recommender

Stamp session-based recommender

Alexander Kuzmenko

Alexander Kuzmenko

March 10, 2022 • 6 min read

How to build and evaluate a Next Best Action model for customer churn prevention

How to build and evaluate a next best action model for customer churn prevention

Gulnara Minasyan

Gulnara Minasyan

July 29, 2021 • 18 min read

Customer churn prevention: 
A prescriptive solution using deep learning

Customer churn prevention: A prescriptive solution using deep learning

Jake Jian

Jake Jian

March 15, 2021 • 10 min read

A plug-and-play platform for in-app and in-game experience personalization

A plug-and-play platform for in-app and in-game experience personalization

Aleksey Aleev

Aleksey Aleev

March 10, 2021 • 10 min read

How deep learning improves recommendations for 80% of your catalog

How deep learning improves recommendations for 80% of your catalog

Aleksey Romanov

Aleksey Romanov

September 25, 2019 • 6 min read

Cross-channel marketing spend optimization using deep learning

Cross-channel marketing spend optimization using deep learning

Ilya Katsov

Ilya Katsov

June 26, 2019 • 16 min read

Building a Next Best Action model using 
reinforcement learning

Building a next best action model using reinforcement learning

Ilya Katsov

Ilya Katsov

May 15, 2019 • 18 min read

Natural language processing

Recent Natural Language Processing breakthrough in Computer Vision

Recent natural language processing breakthrough in computer vision

Andrii Khomenko

Andrii Khomenko

May 5, 2022 • 17 min read

Tiered machine learned ranking improves relevance for the retail search

Tiered machine learned ranking improves relevance for the retail search

Eugene Steinberg

Eugene Steinberg

March 3, 2020 • 8 min read

Relevant facets: how to select and promote facets with deep learning

Relevant facets: How to select and promote facets with deep learning

Evgeniia Mikhailova

Evgeniia Mikhailova

February 28, 2020 • 5 min read

Understanding search query intent with deep learning

Understanding search query intent with deep learning

Aleksey Romanov

Aleksey Romanov

February 22, 2020 • 6 min read

How we built a conversational AI for ordering flowers over Amazon Alexa or Google Home

How we built a conversational AI for ordering flowers over Amazon Alexa or Google Home

Sergey Parakhin

Sergey Parakhin

November 5, 2019 • 16 min read

Visualizing insights with an analytics dashboard

Visualizing insights with an analytics dashboard

Anton Ovchinnikov

Anton Ovchinnikov

December 2, 2016 • 4 min read

Selecting, training, evaluating, and tuning the model

Selecting, training, evaluating, and tuning the model

Anton Ovchinnikov

Anton Ovchinnikov

November 28, 2016 • 7 min read

Creating training and test data sets and preparing the data

Creating training and test data sets and preparing the data

Anton Ovchinnikov

Anton Ovchinnikov

November 18, 2016 • 7 min read

Constructing a data dictionary for Twitter stream sentiment analysis of social movie reviews

Constructing a data dictionary for Twitter stream sentiment analysis of social movie reviews

Anton Ovchinnikov

Anton Ovchinnikov

November 11, 2016 • 4 min read

Understanding the structure of the data in Twitter streams for sentiment analysis applications

Understanding the structure of the data in Twitter streams for sentiment analysis applications

Anton Ovchinnikov

Anton Ovchinnikov

November 11, 2016 • 5 min read

The basics of data science with a sentiment analysis example

The basics of data science with a sentiment analysis example

Anton Ovchinnikov

Anton Ovchinnikov

November 10, 2016 • 3 min read

Using CRISP-DM methodology for Twitter sentiment analysis

Using CRISP-DM methodology for Twitter sentiment analysis

Anton Ovchinnikov

Anton Ovchinnikov

November 10, 2016 • 6 min read

Computer vision

A personal tailor application using computer vision for online clothing retailers

A personal tailor application using computer vision for online clothing retailers

Mateja Stevanovic

Mateja Stevanovic

May 17, 2022 • 5 min read

Recent Natural Language Processing breakthrough in Computer Vision

Recent natural language processing breakthrough in computer vision

Andrii Khomenko

Andrii Khomenko

May 5, 2022 • 17 min read

How to identify vehicle tires using deep learning visual models

How to identify vehicle tires using deep learning visual models

Anton Katanaev

Anton Katanaev

March 29, 2022 • 10 min read

How to build visual traffic analytics with open source: car tracking and license plates recognition

How to build visual traffic analytics with open source: Car tracking and license plates recognition

Andrii Shkredko

Andrii Shkredko

January 11, 2022 • 11 min read

Visual search: how to find manufacturing parts in a cinch

Visual search: How to find manufacturing parts in a cinch

Artem Ivashchenko

Artem Ivashchenko

December 7, 2021 • 7 min read

Street-to-Shop: Is the Future of Fashion Visual Search?

Street-to-shop: Is the future of fashion visual search?

Alexey Belyakov

Alexey Belyakov

May 28, 2021 • 13 min read

Using Augmented Reality in Interior & Property Design: How Did We Live Without It?

Using augmented reality in interior & property design: how did we live without it?

Maksym Kmet

Maksym Kmet

April 29, 2021 • 7 min read

Fighting with biases: How to measure diversity in streaming media

Fighting with biases: How to measure diversity in streaming media

Aleksey Romanov

Aleksey Romanov

April 16, 2021 • 9 min read

How to recognize coins with deep learning visual model

How to recognize coins with deep learning visual model

Eugene Steinberg

Eugene Steinberg

January 14, 2021 • 9 min read

Virtual backgrounds: real-time deep semantic segmentation on mobile devices

Virtual backgrounds: Real-time deep semantic segmentation on mobile devices

Ivan Mamontov

Ivan Mamontov

December 15, 2020 • 10 min read

Industrial label recognition made easy with AutoML

Industrial label recognition made easy with AutoML

Eugene Steinberg

Eugene Steinberg

July 20, 2020 • 5 min read

What is computer vision and what can it do?

What is computer vision and what can it do?

Ezra Berger

Ezra Berger

November 13, 2019 • 8 min read

What computer vision services, platforms & solutions are on the market

What computer vision services, platforms & solutions are on the market

Ezra Berger

Ezra Berger

October 31, 2019 • 8 min read

10 ways computer vision is transforming digital retail

10 ways computer vision is transforming digital retail

Ezra Berger

Ezra Berger

October 17, 2019 • 7 min read

A visual search for dinnerware patterns with Replacements.com

A visual search for dinnerware patterns with Replacements.com

Eugene Steinberg

Eugene Steinberg

September 11, 2019 • 5 min read

Identifying screws, a practical case study for visual search

Identifying screws, a practical case study for visual search

Vladislav Isaev

Vladislav Isaev

February 27, 2019 • 8 min read

Art.com helps customers find art they love with visual search

Art.com helps customers find art they love with visual search

Eugene Steinberg

Eugene Steinberg

November 15, 2018 • 4 min read

Expanding product discovery with ML-powered image similarity search

Expanding product discovery with ML-powered image similarity search

Eugene Steinberg

Eugene Steinberg

May 30, 2018 • 10 min read

Creating an image similarity function with TensorFlow and its application in e-commerce

Creating an image similarity function with TensorFlow and its application in e-commerce

Nina Pakhomova

Nina Pakhomova

June 29, 2017 • 6 min read

Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow

Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow

Nina Pakhomova

Nina Pakhomova

June 22, 2017 • 9 min read

How Machine Learning can address attribution issues in e-commerce catalogs

How machine learning can address attribution issues in e-commerce catalogs

Nina Pakhomova

Nina Pakhomova

June 20, 2017 • 4 min read