Q2 2023 key highlights:
- Machine Learning Mastery: PrimeQ’s intensive R&D in Q2 resulted in a breakthrough machine learning model that predicts market extremums with high probability. This innovation holds the potential to shape future trading strategies.
- Outperforming Strategies: Our AI-powered trading strategies showcased exceptional performance on stock markets, exceeding market norms. Although early stages of crypto and forex markets, the strategies demonstrate promise.
- Investment Robotics: Q2 saw the creation of three pioneering “investment robots” employing strategies like spread trading and AI-backed trend-following. The results show that the application of VWAP and Cointegration techniques still requires more research in order to achieve better results. A risk management module was further developed to enhance portfolio control.
- Project Continuation: The ongoing first-phase project boasts significant achievements, from system architecture design to simulation strategy development. The introduced investment engine brings together essential tools for effective evaluation.
- Analytical Power: A new backtesting module provides detailed insights into asset profitability and risk, while the “paper trade” feature allows real-time outcome simulation.
PrimeQ’s Q2 milestones highlight innovation in machine learning, trading strategies, and analytical capabilities.
Summary
Business priorities
- Stable financing continues
- All monthly and quarterly reports accepted
- Talks about entering on market started
Research priorities
- Many machine learning models were developed using:
- LSTM deep neural networks
- XGBoost Forest trees
Team and cooperation
- Team maintained
- Successful cooperation with IGS VC developed
- Talks with potential partners initiated