Selected portfolio
Examples of research software, robotics, and applied machine-learning work from different periods of my academic career.
The previous academic website included projects across robotics, industrial applications, and software. Here is a curated overview; historical project files and links will be restored only after checking their availability and current relevance.
Robotics and learning
Autonomous robot navigation simulator — research software and experiments for intelligent agents, navigation, and learning. Earlier work in robot localization and navigation led to publications on reservoir computing and autonomous behavior acquisition.
Industrial machine learning
Neural models for dynamic industrial processes — recurrent neural networks, reservoir computing, proxy models, and online learning for process monitoring and control, including work in oil and gas applications.
Software and data analysis
The historical portfolio also documented selected software projects and consultancy involving data mining and intelligent systems. I am retaining a concise overview rather than republishing obsolete product pages or links that no longer work.
For current research demonstrations, videos, projects, and related papers, see GSAI — Demos.