Excels in sequential decision making and time series prediction
Helping businesses solve their real-world problems.
Principles of Applied Artificial Intelligence
Data-Driven 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.
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.
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.
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.
- PrincipAI develops language understanding models to perform emotion and sentiment analysis of natural language data used for various purposes.
- CoinTenet is our financial news aggregator and portfolio tracking platform that utilizes the state-of-the-art AI models.
- NB-FT is our financial forecasting and trading platform that incorporates the state-of-the-art AI models.
- 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.