Dr. Haralambos (Babis) Marmanis




Dr. H. Marmanis
General Manager

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. You use intelligent software everyday, on websites such as Netflix, Amazon, and Google. We can help you build the same capabilities in your application. Specialized search engines, online advertising, recommendation systems, pattern recognition, and decision support systems are amongst the many areas of our expertise.

We can help you introduce machine learning and data mining techniques into your software applications. We offer solutions based on the world's leading open source projects or fully customized solutions with proprietary algorithms. Most of our work evolves around Web and Desktop technologies but we have also many years of experience with other application frameworks; ranging from mobile devices to supercomputers.

We also offer training courses on the design and implementation of high-performance, distributed computing platforms for enterprise software applications. If you would like to get more information via email, please, click here to send us an email.

The Marmanis Group
Waltham, MA 02451

The Marmanis Group specializes in the design and implementation of intelligent applications. We can help you introduce machine learning and data mining techniques into your software applications. We offer solutions based on the world's leading open source projects or fully customized solutions with proprietary algorithms. Most of our work evolves around Web and Desktop technologies but we have also many years of experience with other application frameworks; ranging from mobile devices to supercomputers.

Specialized Search Engines

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

Specialized Recommendation Engines

We can help you use the power of recommendations in your application. Do you like the user experience that is offered in Amazon.com or Netflix? We are here to help you achieve the same level of customer satisfaction by offering similar functionality in your application.

General Data Mining & Data Analysis

We also offer a wide range of data mining and data analysis services.  Our professional services are applicable to finance, marketing and advertising, bioengineering, accounting, health care, e-commerce, aerospace and defense, energy, information technology, and logistics!

Questions?

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

Training Subjects

Our training courses cover (but are not limited to) the following topics:

  • Business Intelligence
  • Search engines
  • Recommendation engines
  • Clustering technology
  • Classification technology
  • Large scale distributed computing
  • Enterprise software design & development best practices

General Sessions

We offer training sessions that are open to the general public. Everyone with an interest on the presented topic can register for the course. The available seats for these sessions are assigned on a first-come-first-serve basis.

Special Sessions

In addition, the Marmanis Group offers training sessions that can be tailored to fit your organization's unique needs. Special (custom) sessions can be arranged that address the needs of your specific software application. Instead of providing generic examples, we can create focused training material that will be better understood by your employees.

Questions?

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 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.

"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

Books & OS Projects

Installing Yooreeka on Windows

Dr. Haralambos Marmanis

Dr. Haralambos Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions, and also a world expert in supply management. He has about 20 years of experience in developing professional software.

Haralambos has a truly diverse background in both the academic world and the industry. In the latter, he worked in fields ranging from network routing and cardiovascular flows to high-performance electronic trading and supply chain management. While in academia, he obtained 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 a Diploma (roughly the equivalent of a British B.S. and M.S.) in civil engineering from the Aristotle University of Thessaloniki (Greece).

Haralambos was the recipient of the Sigma Xi award for innovative research in 2000, and he is the author of two books (see the "Publications" link on the menu panel) and numerous publications in peer-reviewed international scientific journals, conferences, and technical periodicals.