One small step for man!

"One small step for man ..."
(Source: NASA)

Since 2000, the Marmanis Group offers its services in the greater Boston metropolitan area. We specialize in the design, implementation, and evaluation of intelligent software systems. You use intelligent software everyday, on websites such as Netflix, Amazon, Google, and more recently ChatGPT. We can help you build the same capabilities in your application. Are you looking to build specialized search engines, online advertising, recommendation systems, pattern recognition, or decision support systems? Are you evaluating a specific AI software system or company? We are here to help.

The Marmanis Group is led by Dr. Haralambos Marmanis, a pioneer in the adoption of machine learning techniques for industrial solutions. He is the author of the book "Algorithms of the Intelligent Web", which introduced machine learning and artificial intelligence (AI) to a wide audience of practitioners working on everyday software applications. Dr. Marmanis is also an expert in supply management and the co-author of the first book on Spend Analysis.

The Marmanis Group
Waltham, MA

The Marmanis Group can help you introduce AI, machine learning, and data mining into your software applications and business workflows. We offer advice in the design, implementation, and evaluation of the world's leading open source projects and state-of-the-art cloud based AI platforms.

Specialized Search Engines

How can you retrieve the best matches for a search within your application? Enter the specialized search engines zone! Your application can retrieve information much more effectively if it leverages link analysis, content based algorithms, usage patterns, and advances in large language models, not merely index files (e.g., Lucene indices). These techniques optimize the retrieval of information by assimilating your domain knowledge and learning the behavioral patterns of your users.

Specialized Recommendation Engines

Use the power of recommendation algorithms in your application. Do you like the user experience that is offered on Netflix when you try to find what to watch? You can achieve similar level of customer satisfaction by making intelligent recommendations in your application.

General Data Mining & Data Analysis

There is a wide range of data mining and data analysis techniques that can be applied to finance, marketing and advertising, bioengineering, accounting, healthcare, e-commerce, aerospace, energy, information technology, and logistics! The harder the problem, the more interested we are to work on it!


If you would like to get more information, or request a quote, click the link to send us an email.

Algorithms of the Intelligent Web

Algorithms of the Intelligent Web is an example-driven blueprint for creating applications that collect, analyze, and act on the massive quantities of data users leave in their wake as they use the web. You'll learn how to build Amazon- and Netflix-style recommendation engines, and how the same techniques apply to people matches on social-networking sites. See how click-trace analysis can result in smarter ad rotations. With a plethora of examples and extensive detail, this book shows you how to build applications that exhibit intelligent behavior.

Spend Analysis: The Window into Strategic Sourcing

"Kirit Pandit and Dr. H. Marmanis have put together the definitive book on the subject of spend analysis. The book accurately depicts the entire spectrum of critical real-world issues and challenges in spend management, including technical fundamentals, practical applications, and value proposition. It is an extremely thorough and insightful 'must read' for serious professionals and academics working in procurement."

Donavon Favre, Teaching Professor, North Carolina State University
Ex-Managing Partner, Accenture, Supply Chain


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Reviews & References

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Our Work

Since 2000, the Marmanis Group offers its services in the greater Boston metropolitan area. We specialize in the design and implementation of intelligent software systems. Specialized search engines, online advertising, recommendation systems, pattern recognition, and decision support systems are amongst the many areas of our expertise.

We also offer consulting services and training courses on the design and implementation of high-performance, distributed computing platforms, as well as the much broader area of enetrprise software applications.

Dr. Haralambos Marmanis

Dr. Haralambos (Babis) Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions, and also a world expert in supply management. He has over 25 years of experience in developing professional software.

Babis holds a Ph.D. in applied mathematics from Brown University, a M.S. degree in theoretical and applied mechanics from the University of Illinois at Urbana-Champaign, and B.S. and M.S. degrees in civil engineering from the Aristotle University of Thessaloniki. He was the recipient of the Sigma Xi award for innovative research and he is the author of numerous publications in peer-reviewed international scientific journals, conferences, and technical periodicals.