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Stepan Pushkarev, Provectus & Russell Lamb, PepsiCo
PepsiCo’s business transformation through Data and ML
In partnership with Provectus, PepsiCo has leveraged AWS to build foundational data and machine learning capabilities, growing its business in numerous ways.

New Articles

FINOS Releases AI Governance Framework for…
Provectus contributes its AI expertise to the framework's first draft.
FINOS team October 1, 2024
FINOS Welcomes Technology Leaders, Accelerating AI,…
Provectus joins FINOS to contribute to FinServ open-source solutions.
FINOS team June 26, 2024
FINOS Launches AI Readiness Group for…
Provectus contributes to a framework for AI solutions adoption.
FINOS team April 30, 2024
Accelerating Time-to-Compliance in HCLS Through Automated…
We share lessons learned from the PSC Biotech and Provectus…
Rinat Akhmetov, Sr. Solutions Architect – Provectus; Nirav Shah, Principal Solutions Architect – AWS October 3, 2023
The Data Maturity Pyramid: From Reporting…
This article describes the data maturity pyramid and its various…
Raman Damayeu, Data Practice Leader at Provectus September 26, 2023
Falcon 180B LLM, Code Llama, LLMs…
Welcome to the fifth edition of the “Provectus AI Review”…
Marlon Cajamarca Vega, ML Engineer & AI Educator at Provectus September 13, 2023
Llama 2 Release, Hugging Face Updates,…
This issue highlights the debut of Llama 2, the latest…
Marlon Cajamarca Vega, ML Engineer & AI Educator at Provectus July 25, 2023
Progress in Gen AI and Open-Source…
We explore the latest technical and educational advancements in Gen…
Marlon Cajamarca Vega, ML Engineer & AI Educator at Provectus July 11, 2023
“The False Promise of Imitating Proprietary…
We share our perspective on a paper titled The False…
Rinat Gareev, ML solutions architect; Marlon Cajamarca Vega, ML Engineer & AI Educator at Provectus July 6, 2023
How to Use Ydata-Profiling with Great…
Almost all machine learning tasks depend on data in one…
Bogdan Volodarskiy, Data Quality Engineer at Provectus June 30, 2023
Google I/O 2023: A Journey into…
This AI Review is your guide to the event’s AI…
Marlon Cajamarca Vega, ML Engineer & AI Educator at Provectus June 29, 2023
How Earth.com and Provectus implemented their…
This post explains how Provectus and Earth.com were able to…
Marat Adayev, ML Engineer at Provectus; Dmitrii Evstiukhin, Director of Managed Services at Provectus June 27, 2023
Unlocking the Full Potential of AWS…
Handling errors in an Amazon SageMaker pipeline is crucial for…
Yana Sapach, ML Engineer at Provectus June 16, 2023
Embracing the Potential of AI in…
The road to AI adoption in healthcare is fraught with…
Bulat Lutfullin, AI/ML Product Lead at Provectus May 24, 2023
Trust your data with dbt and…
dbt is a powerful platform designed to enable you to…
Pavel Makarichev, Software Engineer at Provectus May 17, 2023
How Sleepme uses Amazon SageMaker for…
In this post, we share how Sleepme used Amazon SageMaker…
Trey Robinson, CTO at Sleepme Inc. May 10, 2023
MLOps for Computer Vision: Streamlining Image…
Today, computer vision and image analysis technologies are everywhere. From…
Rinat Gareev, ML solutions architect; Marat Adayev, ML engineer at Provectus May 9, 2023
Explainable AI: Building Trust with a…
This article explores the importance of trust in AI from…
Bulat Lutfullin, AI/ML Product Lead at Provectus May 9, 2023
Generative AI Chatbot: The Interface of…
The growing buzz surrounding Generative AI — especially AI chatbots…
Vladimir Kucher, Senior Delivery Manager at Provectus May 5, 2023
How Artificial Intelligence Solutions are Transforming…
Ask any healthcare practitioner or medical office manager what causes…
Dmitrii Evstiukhin, Director of Managed Services at Provectus May 2, 2023
Business AI Adoption: Key Obstacles and…
Businesses often fail to meet expectations in the adoption of…
Alexander Chaptykov, ML Engineer at Provectus April 11, 2023
4 Factors That Can Make or…
Machine Learning (ML) technologies have evolved at an incredible pace…
Dmitrii Evstiukhin, Director of Managed Services at Provectus April 3, 2023
5 AI-Driven Healthcare Trends and Solutions…
Learn about the latest trends and solutions in healthcare AI,…
Dmitrii Evstiukhin, Director of Managed Services at Provectus March 28, 2023
Documentation 101: How to Properly Document…
This article will help you understand the importance of documentation…
Carolina Chavarria, Delivery Manager at Provectus March 28, 2023
Data Quality Dimensions: Assuring Your Data…
This article highlights the significance of ensuring high-quality data and…
Aleksei Chumagin, Head of QA & Data Quality Evangelist at Provectus March 23, 2023
Enabling Data Discovery and Data Observability…
Data catalogs are essential parts of modern data infrastructures. They…
Nikita Dementev, Technical Lead at Provectus March 20, 2023
Multi-label NLP: An Analysis of Class…
A seemingly simple task of multi-label text classification can be…
Oleksii Babych, ML Engineer; Rinat Akhmetov, Product Lead and ML Solutions Architect at Provectus March 17, 2023
From AI challenge to AI success:…
Developing and implementing effective AI solutions can pose significant challenges…
Dmitrii Evstiukhin, Director of Managed Services at Provectus March 17, 2023
Enhancing Data Quality with Open Data…
We understand the significance of providing our users with a…
Pavel Makarichev, Software Engineer at Provectus March 17, 2023
How to Improve Customer Experience in…
This article offers a simple five-step framework for adopting AI/ML-powered…
Dmitrii Evstiukhin, Director of Managed Services at Provectus March 16, 2023
The downfall of Silicon Valley Bank…
The SVB case highlights the importance for banks to closely…
Oleg Blokhin, Executive General Manager, Global Strategic Accounts at Provectus March 15, 2023
Harder than Expected: Why Large Enterprises…
Dmitrii Evstiukhin lists roadblocks preventing large enterprises to keep up…
Dmitrii Evstiukhin, Director of Managed Services at Provectus February 24, 2023
Using AI for Ticket Triage to…
Resolving IT tickets is time-consuming and expensive, but it is…
Marat Adayev, ML Engineer at Provectus February 15, 2023
UI for Apache Kafka: Integration with…
Qase.io is a single workspace for manual and automated tests.…
Kristina Shpilchyna, Automation QA Engineer at Provectus February 6, 2023
Your First Recommendation System: From Data…
So you’ve begun to develop your first production recommendation system,…
Alexander Chaptykov, ML Engineer at Provectus February 2, 2023
Streamline Ticket Triage and Reduce Customer…
Today, the delivery of IT services to employees and customers…
Marat Adayev, ML Engineer at Provectus February 2, 2023
Adopting Artificial Intelligence in Manufacturing May…
The time for industrial artificial intelligence has finally come. The…
Rinat Akhmetov, Product Lead and ML Solutions Architect at Provectus January 29, 2023
How to Accelerate Selenide(Selenium) Tests with…
In Provectus we use different kind of tools for automation…
Serhii Bryt, Senior Test Automation Engineer at Provectus January 14, 2023
Guest Post: Winning the AI Game…
Dmitrii Evstiukhin discusses five major AI-related challenges faced by medium-sized…
Dmitrii Evstiukhin, Director of Managed Services at Provectus January 13, 2023
RBAC 101: How to Establish Effective…
A comprehensive guide to setting up a successful RBAC system…
Damir Abdullin, Technical Lead at Provectus January 6, 2023
Unlocking the Benefits of Data Lineage:…
Data catalogs have the potential to become overloaded with data,…
Aleksei Koziurov, Software Developer at Provectus December 30, 2022
Unlock the Power of Open Data…
With so much data available today, it’s more important than…
Pavel Makarichev, Software Engineer at Provectus December 28, 2022
How to Transform Customer Experience with…
This article looks at how AI and ML are transforming…
Bulat Lutfullin, AI/ML Product Lead at Provectus December 8, 2022
How Provectus Built a High-Load Data…
A high-load data quality pipeline on AWS for Lane Health’s…
Bogdan Volodarskiy, Aleksei Chumagin, and Lenny Blyukher November 26, 2022
Guest post: How to Succeed as…
Dmitrii Evstiukhin discusses five major AI-related challenges faced by growing…
Dmitrii Evstiukhin, Director of Managed Services at Provectus November 25, 2022
Scaling Disease Screening in Ophthalmology with…
The use of artificial intelligence (AI) is growing across all…
Rinat Akhmetov, Product Lead and ML Solutions Architect at Provectus November 16, 2022
How Intelligent Document Processing Can Drive…
The need to quickly and accurately digitize documents of different…
Shubham Sharma, Independent Technology Journalist November 3, 2022
Assuring Data Quality: How to Build…
Data is a vital element in business decision-making. Modern technologies…
Aleksei Chumagin, Head of QA at Provectus October 24, 2022
Best Practices from Provectus for Migrating…
This post examines the challenges organizations face along the path…
Daria Koriukova, Artur Zaripov, Alexey Zavialov, and Kalen Zhang October 21, 2022
Four Horsemen of AI Project Failure…
The interview explores the challenges organization face when adopting and…
Dmitrii Evstiukhin, Director of Managed Services at Provectus October 19, 2022
Retail is Getting Harder: Here’s How…
This article provides a high-level overview for executives of how…
Helen Khais, Director of Customer Success Operations at Provectus October 7, 2022
Why Your AI Initiatives Need a…
In this article, we will look at why your business…
Pavel Borobov, Senior Data Engineer at Provectus October 5, 2022
Adopting AI in Healthcare: How to…
Artificial intelligence (AI) has the potential to reinvent operational models…
Rinat Gareev, AI/ML Practice Lead at Provectus Sept 21, 2022
Physics-Informed Machine Learning for Modeling Turbulence…
Turbulence plays an important role in astrophysical phenomena, including core-collapse…
Platon Karpov, Fellow at Los Alamos National Laboratory (LANL) Aug 9, 2022
Why Do You Need Managed AI?
AI is the silver bullet everybody is looking for. AI…
Dmitrii Evstiukhin, Director of Managed Services at Provectus Jul 22, 2022
Amazon re:MARS 2022 - PepsiCo’s business…
This session is relevant for enterprises starting their cloud, data,…
Amazon re:MARS 2022 Jun 28, 2022
AI and machine learning critical to…
A major step in doing that for PepsiCo was partnering…
Victor Dabrinze, SiliconANGLE Jun 28, 2022
How to gain real ROI with…
Companies now no longer have a choice but to prioritize…
Stepan Pushkarev, co-founder and CTO/CEO at Provectus Apr 11, 2022
Data Catalog Applications: Overview and Use…
During my career in Big Data, I have worked with…
German Osin, Senior Solutions Architect at Provectus June 1, 2022
Data Quality Comparison on AWS Glue…
In my previous articles (post one and post two), I…
Bogdan Volodarskiy, Data Quality Engineer at Provectus May 17, 2022
Best Practices in Data Discovery: Building…
The efficiency of data discovery depends on the user-friendliness of…
Aleksei Koziurov, Software Developer at Provectus May 04, 2022
Open Data Discovery Specification: A Universal…
Data is the lifeblood of AI. It is data that…
German Osin, Senior Solutions Architect at Provectus May 4, 2022
Machine Learning Infrastructure for Commercial Real…
Provectus helps VTS to significantly reduce the amount of manual…
Rinat Gareev, Benjamin Gardiner, Harold Li Apr 13, 2022
Finding the Right Data Catalog Solution
When organizations begin to adopt artificial intelligence, machine learning, and…
German Osin, Senior Solutions Architect at Provectus Apr 6, 2022
Data Discovery for ML Engineers
Real-world production ML systems consist of two main components: data…
German Osin, Senior Solutions Architect at Provectus Apr 5, 2022
Reinventing Customer Service with AI as…
Anyone who has ever called customer service knows how important…
Almir Davletov, Technical Account Executive at Provectus Feb 22, 2022
Fast Data Quality Framework on Great…
In previous article we explained how to build and implement…
Bogdan Volodarskiy, Data Quality Engineer at Provectus Dec 21, 2021
Provectus About Data Quality and Enterprise…
Provectus focuses on helping enterprises implement ML solutions in the…
Rinat Gareev, Senior ML Solutions Architect at Provectus Oct 22, 2021
Building Python Microservices with Apache Kafka:…
Engineers often use Apache Kafka in their everyday work. The…
Krasnov Vitaliy Nov 10, 2021
Transforming Legacy Manufacturing Enterprises With AI…
Learn how legacy manufacturing enterprises can harness the latest technologies,…
Rinat Akhmetov, ML Solution Architect at Provectus Nov 22, 2021
Monitoring Data Quality in a Data…
The artificial intelligence, machine learning, and big data industries are…
Bogdan Volodarskiy, Data Quality Engineer at Provectus Oct 26, 2021
AI Mindset: Adopting the Right Framework…
Businesses today are facing a key turning point in AI…
Andriy Latysh , Technical Product Owner in Machine Learning and Data Science at Provectus Sep 16, 2021
Provectus About Data Discovery and Observability…
Learn about data discovery and different approaches to resolving data…
German Osin, Senior Solutions Architect at Provectus Sep 15, 2021
Overview of UI Tools for Monitoring…
What are the best tools engineers can use to observe…
German Osin, Senior Solutions Architect at Provectus Sept 2, 2021
AI and Machine Learning Need Quality…
Artificial intelligence and machine learning are not “set and forget”…
Aleksei Chumagin, Engineering Manager, Provectus Aug 6, 2021
Provectus Releases ODD Platform To Democratize…
Provectus, a Silicon Valley artificial intelligence (AI) consultancy, announced the…
AIT News Desk Aug 10, 2021
Feature Store as a Foundation for…
Artificial intelligence and machine learning have reached an inflection point.…
AIT News Desk Aug 10, 2021
The Missing Piece of Data Discovery…
Data is the most critical yet still undervalued asset of…
Elena Goydina Apr 3, 2021
Quality Assurance 101 for AI and…
Artificial intelligence has been in the spotlight for several years...
Aleksei Chumagin Apr 7, 2021
Healthcare has it all: NLP, computer…
There is nothing more inspiring than to learn from practitioners.…
Iskandar Sitdikov Mar 26, 2021
Machine Learning for Supernova Turbulence
Though many areas of theoretical astrophysics depend heavily on simulations,…
Jillian Kunze March 4, 2021
How Provectus and GoCheck Kids Built…
According to the MIT Sloan Management Review and BCG survey,…
Rinat Gareev Nov 4, 2020
GCK AWS customer success blog
GoCheck was looking to enhance the image classification component of…
Provectus Oct, 2020
How Pr3vent Uses Machine Learning on…
The best time to detect and treat preventable eye conditions…
Rinat Akhmetov Dec 17, 2020
SAKK: An Open-Source Tool to Deploy…
Over the past few years, ML adoption continued its steady…
Elena Goydina Dec 22, 2020
Data Quality Assurance with Great Expectations…
The importance of data quality validation in machine learning is…
Elena Goydina Apr 14
Provectus CTO on how enterprises can…
Provectus is an IT systems integration and consulting firm that…
Michael Vizard May 17, 2021
Provectus Releases UI for Apache Kafka…
UI for Apache Kafka is a simple service that enables…
Provectus July 12, 2021
GitOps: How to Ops Your Git…
Nowadays, there’s no lack of articles about the GitOps approach,…
Dmitrii Evstiukhin May 22, 2020
Do not hire a devops engineer
Devops culture is quickly gaining ground with companies all over…
Stepan Pushkarev Mar 23, 2018

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Popular articles

Feature Store as a Foundation for Machine Learning…
Artificial intelligence and machine learning have reached an inflection point.…
German Osin Feb 2021
Machine Learning for Supernova Turbulence
Though many areas of theoretical astrophysics depend heavily on simulations,…
Jillian Kunze Mar 04, 2021
Quality Assurance 101 for AI and Machine Learning…
Artificial intelligence has been in the spotlight for several years...
Aleksei Chumagin Apr 07, 2021

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