Neural IconKrzysztof Dobosz

Krzysztof Dobosz

Cognitive Scientist | Software Developer

Artificial Intelligence / Machine Learning Engineer
Full-Stack / Mobile / Game Developer
IT Researcher / IT Trainer
Linux Administrator

Research Areas

  • Artificial Intelligence, Machine Learning

    Deep Learning, Meta Learning, Neural Networks, Support Vector Machine, Decision Trees, Neighbors-based Learning

  • Neuroscience, Neuroinformatics

    Brain Function Modeling, Neurodynamics and Neuroimaging Analysis

  • Data Science, Data Mining

    Data Analysis and Visualization, Signal Processing, Clusterization

  • Visualization Techniques

    Multidimensional Scaling, Principal Component Analysis, Recurrence Plots, Fuzzy Symbolic Dynamics, Prototype Distance Plots etc.

Development Stack

  • Web & Mobile Development

    JavaScript/TypeScript, PHP, (X)HTML, CSS/SASS, MySQL, GraphQL, MongoDB, Node.js, React, React Native, Gatsby (SSR), Axios, Material UI, Flow, ESLint (Airbnb), Vanilla JS, SEO, Photoshop

  • Static-typed Technologies

    C/C++, .NET/C# (Core, Mono), Unity

  • Research Linked

    Matlab, Python (scikit-learn, SciPy, Matplotlib, Pandas etc.), TensorFlow, Keras, RapidMiner, GhostMiner, Weka

  • OS Platforms

    Linux (LPI certification), Windows, Android, Raspberry Pi OS, Proxmox