Semantic Spark

Semantium

Semantium provides consulting in Data Science, Machine Learning, and Web Technology.

Combining a rigorous academic background and extensive business knowledge, we enable customers to economically exploit state-of-the-art technology.

Data Science

Gain Intelligence

Machine Learning

Gain Competitive Advantage

Web Technology

Gain Performance & Security

How Semantium can help you:

  • Big Data starts when Excel quits. We provide encompassing services in the fields of analysis and visualization of large datasets. Our background in Web science allows us to integrate large-scale Web resources with customer data. In a tight feedback-loop, we create actionable intelligence. We combine excellent technical skills with a sound business understanding. We consult in the following areas:

    • Data cleansing
    • Data analysis
    • Graph analysis
    • Data visualization
    • Data-driven strategic consulting

  • For a long time, Artificial intelligence has failed to meet initial promises. Lately, modern algorithms from the subfield Machine Learning have shown a massive business potential, and can yield significant competitive advantage. Possible applications:

    • Recommender systems
    • Fraud detection
    • Customer classification
    • Computer Vision
    • Sentiment Analysis
    • Natural Language Processing

  • While the Web startup scene is very dynamic, unfortunately often there's a lack of technical expertise in teams. Frontend and backend technologies are moving at an astonishing rate, and technical design decisions often pave the way to success or defeat. From task-based consulting to interim management, we can close technical gaps. We consult in the following areas:

    • Frontend architecture consulting (Which JS framework should we use?)
    • Backend architecture consulting (Programming Language, Databases, NoSQL)
    • Semantic Web Technology
    • Virtualisation & cloud consulting
    • Content delivery networks, caching solutions, load balancing
    • Security audits, stress / load tests

    Suitable industries:

    • Web Startups
    • E-Commerce

Team

Dr. Uwe Stoll

Uwe Stoll is a senior expert in AI with an extensive track record.

He has excellent knowledge in building large scale systems in Artificial Intelligence, comprising fields from Machine Learning, Deep Learning, Data Science, NLP, Computer Vision to recently Blockchain. For the last eight years, he came across problems in various domains like online-marketing and media, and developed a deep focus on E-Commerce. He is a well-renowned leader of a very large local Deep Learning community. Uniquely, this extensive technical background is combined with rigorous business thinking.

Dr. Mouzhi Ge

Dr. Mouzhi Ge is the Head of Research and Development at Semantium. He is also affiliated as a Junior Professor of Computer Science at University Bolzano. Before joining University Bolzano, he had worked as an IT Manager in the Oxbridge Investment Ltd. in UK, as a Postdoctoral Researcher in the Technical University of Dortmund in Germany and as a Visiting Researcher in the University of Milano-Bicocca in Italy. Meanwhile as a Senior Researcher, he is also affiliated at the Business Informatics Group in the Dublin City University in Ireland.
Dr. Ge's research and development are focused on E-Commerce Applications, Web Site Architecture, Business Data Analysis, PHP and Java Frameworks. From 2002 – 2005, Dr. Ge was leading a software development group in DreamTech and finished more than 20 Web development projects, which includes the Website of China Consumer Association and the online examination system in Hebei Province, China. These Web applications have been used by more than 1 million users. From 2005 to 2011, he has researched and implemented various novel Web applications such in recommender systems, cloud computing, and Big Data.

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