PrincipAI

Excels in sequential decision making and time series prediction

Helping businesses solve their real-world problems.

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PrincipAI

Principles of Applied Artificial Intelligence

Data-Driven Financial Decision Making

PrincipAI is an Artificial Intelligence (AI) company that excels in sequential decision making and time series prediction, and helps businesses solve their real-world problems. Develop and deliver beyond state-of-the-art AI based software solutions for customer’s financial trading operations to automate and enhance their financial experience. Check our financial news aggregator and portfolio tracking platform CoinTenet that utilizes the state-of-the-art AI models.

NLP Solutions

Develop state of the art NLP techniques to extract actionable information out of huge amounts of textual information. Employ deep learning based NLP approaches to perform NLP tasks like summarization, topic extraction, sentiment and emotion labeling and event-detection. Use NLP techniques to extract trading signals from news and financial reports about cryptocurrencies and stocks.

AI Solutions

We offer companies, scalable artificial intelligence systems developed using machine learning, deep graph neural networks and big data, as software as a service and/or on-premise solutions.

Our Vision

 

PrincipAI’s team of researchers undertake R&D for novel artificial intelligence algorithms that are applicable to financial trading, demand prediction, price forecasting and dynamic pricing including natural language processing in both English and Turkish languages. Besides, PrincipAI develops solutions not limited to some specific AI tasks, but also performs research on the development of next generation AI based solutions that learn how to learn.

PrincipAI’s novel product, NB-FT, which is recently funded by TÜBİTAK and supported by Boğaziçi University, is a one of its kind automated financial price and movement prediction platform. We have been gathering and analyzing large amounts of numerical and textual data both in English and Turkish languages to generate trading signals. NB-FT combines state of the art machine learning well-engineered models to make sequential financial trading decisions and take actions accordingly without human intervention so to maxim ize the long-term financial gain.

 
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Our Services

 
  • CoinTenet is our financial news aggregator and portfolio tracking platform that utilizes the state-of-the-art AI models.
    • Related News: News that are recommended by Cointenet's news recommender system
    • Categorized News: Read important news summarized and categorized by Cointenet's AI-based NLP system
    • Follow coin prices in Turkish Lira and other cryptocurrency units
  • ReCePAI is our recommendation engine, that is developed specifically for e-commerce web and mobile applications, helps companies to improve customer engagement and increase customer satisfaction via state-of-the-art AI techniques.
  • NB-FT is our financial forecasting and trading platform that incorporates the state-of-the-art AI models.
  • PrincipAI develops language understanding models to perform emotion and sentiment analysis of natural language data used for various purposes.
  • As PrincipAI, we build and deploy well engineered AI models that are customized to our customers’ needs. This way, we help them to improve their business processes and reduce costs through an end-to-end integration together with the power of cloud computing at the back office.
  • PrincipAI provides consultancy on data science related projects such as churn analysis, customer segmentation, new product valuation, building recommendation systems.
  • PrincipAI augments the machine learning approaches with social network analytics to exploit information obtained from network structure.

Follow our projects on Github:

 

Our Team

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