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We develop websites and apps that do exactly what you need. We specialize in custom web development services, which means that your solution will be tailored to perfectly fit your business.

Expertise

Leverage our experience and hands-on knowledge of industry domains and specialized solutions.

Technologies

We use mostly open-source technologies, which significantly cuts development costs without compromising on quality and security.

Company

Greenice is a Top Rated web development agency established in 2007.

Read More About Us
Serhii Burukin
Head of Decision Intelligence at Greenice

At Greenice, Sergey manages machine learning, information architecture, research, and development. He provides full-stack data analysis and supervises the work of web developers on his projects. 

Sergey is passionate about developing artificial intelligence (machine learning) systems. He believes AI systems can and should enforce decision-making.

Sergey is a professional analyst who has successfully completed several analytics courses at schools in the USA, the UK, and Ukraine. He has a Bachelor of Science degree in Engineering / Computer Science and a Master’s in International Affairs.

He spends his free time with family, reads analytic publications, and works out.

Sergey Burukin shares his expertise on Greenice’s blog, as well as in other publications:

Sergey’s article ‘AI in Crowdsourced Design: Sourcing Collective Design Intelligence’ became part of the book: “The Routledge Companion to Artificial Intelligence in Architecture” published by Routledge Taylor & Francis.

He has published three articles in Towards Data Science:  

How to Find the Right Music for Your Video Using Deep Learning

NLP-based Data Preprocessing Method to Improve Prediction Model Accuracy

Data Structure Evaluation to Choose the Optimal Machine Learning Method

Connect with Sergey on Linkedin.

 

Specializes
Business Automation Marketplace SaaS Start a Project Technologies

Articles

How to Build a Machine Learning Based Recommendation System for Your Marketplace
Marketplace Business Automation How to Build a Machine Learning Based Recommendation System for Your Marketplace
“When you think about recommending something to someone, there’s a real business reason why you might want to do that.” - Jack Chua, Director of Data Science at Expedia.

Machine learning recommendation systems are not just a trendy feature of online stores. It is a mighty tool that can propel your business to the next level if used strategically. No wonder Jack Chua suggests always having “a great tie-in to the underlying KPI of what you want to drive”. For example, increase sales, customer retention, cross-selling, and so on.

If you’re still hesitating on how exactly to use recommendations to invigorate your business, we invite you to learn from the experience of those who already made it work brilliantly!

We collected the best examples of machine learning implementation in recommenders (including our own development projects) and explain in plain English how to build a machine learning recommender system from scratch. Are you in?

Anna Klimenko
31.05.2023
How to Create a Human Resources Management System that Helps You Hire Faster
Business Automation How to Create a Human Resources Management System that Helps You Hire Faster

What if you could hire faster and better? What if you could get new employees job-ready in half the time?

These and other human resource process improvements are possible with a successful human resource management system (HRMS) implementation. And that is probably what you are after, otherwise, you wouldn’t be here, would you?!

The right HRM system can improve any business, but for some companies, it is a game-changer.

These are companies belonging to industries with traditionally high employee turnover rates like hospitality business, care providers, cleaning companies. These companies place a lot of premium on recruiting that is one of their key business functions (hospitality business, care providers, cleaning companies, etc.).

Companies in heavily regulated industries, where employees have to follow procedures and training (e.g. healthcare).

Does your business fall into one of the above categories? Do you feel that an HRMS is a missing component in your business to take it to the next level?

Kateryna Reshetilo
31.05.2023
3 Ways to Use Machine Learning in Your P2P Marketplace
Marketplace Business Automation 3 Ways to Use Machine Learning in Your P2P Marketplace

Imagine having a magic ball to foresee things about your business. What would you do?

Maybe you’d like to know exactly what your users are looking for, so you could better serve them. Or, you’d want to know what prices will bring you the most profit on a given day. Perhaps, you’d like to catch the ill-intentioned users even before they do any harm to you and others on your platform.

What if I tell you it is possible? Shared economy leaders use machine learning for eCommerce and p2p marketplaces to do these and many other great things that have a direct impact on their success.

Kateryna Reshetilo
31.05.2023
How to Create a Crowdfunding Platform [The Guide for Startups]
Marketplace Start a Project How to Create a Crowdfunding Platform [The Guide for Startups]

Yearly, $17.2 billion are raised through crowdfunding in North America alone. And the whole crowdfunding industry is predicted to reach $300 billion by 2030.

Despite tough competition with sites like Indiegogo, Kickstarter,  Patreon, and niche platforms, there are still untapped areas for new players. Moreover, while most of the economic spheres suffered during the outbreak of COVID-19, crowdfunding platforms, on the contrary, shined with donations that help people and organizations fight the pandemic and crisis.

How to start a crowdfunding platform? Below we’ll talk about business opportunities, cover the technical aspects of development, and discuss possible challenges. Read on!

Anna Klimenko
31.05.2023
How Leading Companies Use Machine Learning in HR to Dramatically Improve Efficiency
Business Automation How Leading Companies Use Machine Learning in HR to Dramatically Improve Efficiency

What do Google, IBM, Unilever, and IKEA have in common, besides being market leaders? They, along with a handful of others, are trailblazers that have been applying artificial intelligence in human capital management for years already, and they have done so successfully!

Regardless of whether you believe in the ‘Terminator’ scenario or not, right now machine learning can give your company a real competitive edge in talent management.

Kateryna Reshetilo
31.05.2023
How market leaders use machine learning in eCommerce, and you should too!
Business Automation How market leaders use machine learning in eCommerce, and you should too!

Is your eCommerce business suffering from costly returns, customer churn, or margin decreases? Do you try your best to optimize prices but spend too much effort? Or maybe your online consultants are overloaded with claims and questions from customers and fail to deliver the best quality services?

If you recognized some of the challenges of your business, then it may be useful for you to know how the most successful retailers in the world manage them with the help of Machine Learning.

Come on and dive in with us into the ocean of the opportunities for your eCommerce business with ML!

Anna Klimenko
31.05.2023
AI
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