Astrocent provides several research services
- Data analysis, machine learning, quantum computation
- Designing of electronic and data acquisition systems
Areas of expertise
Data analysis, machine learning, quantum computation
- Quantum computation, quantum algorithms design, adapting combinatorial optimization problems to quantum annealers, quantum machine learning solutions design
- Time series analysis and classification
- Data streams statistical analysis
- Image and video processing and analysis
- Multi- and hyper-spectral image processing and analysis
- Machine learning, deep learning with feed forward and bayesian networks
- Numerical computation with tensor networks
Technologies
- Python Data Science stack: pandas, scikit-learn, pytorch, tensorflow, matplotlib, jupyter, OpenCV
- Julia scientific programming stack
- Quantum programming tools: qiskit, pennylane, ocean-SDK
Designing of electronic and data aqusition systems
- Prepare projects and prototypes of electronic devices based on an idea
- Design analog and digital systems
- Carry out assembly works of prototype systems
- Small amounts of developed devices (small production and test series)
Technologies
- Measuring systems
- Embedded computers
- Development of Linux-based embedded systems
- Developing software, firmware, and hardware for ARM, AVR, PIC and MSP microcontrollers
- Developing software and hardware for FPGA and SoC
