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MarekWadinger/README.md

Marek Wadinger — Process Control · Online ML · Agentic AI

typing

website scholar linkedin views

About me

name:         Marek Wadinger
role:         PhD Candidate · Slovak University of Technology (SWAN)
located_in:   Slovakia
working_on:
  - AIOperator         # agentic AI for industrial monitoring & diagnosis
  - dissertation       # Safety-First Control and Monitoring for Industrial Systems
collaborating_on:
  - online-ml/river    # online machine learning
  - CPCLAB-UNIPI/SIPPY # system identification
ask_me_about:
  - online machine learning
  - control theory & optimization
  - interpretable / explainable AI
fun_fact:    "I write Python by day and MATLAB package managers by night."

Featured work

🔍 adaptive-interpretable-ad

Self-supervised online anomaly detection with dynamic operating limits — learns the process, flags faults, and explains why.

stars forks paper

anomaly detection interpretable

⚡ tf2ss

Pure-Python MIMO transfer-function to state-space conversion — MATLAB-consistent results without a Fortran compiler.

stars forks pypi

MIMO no fortran

📦 tbxmanager

A modern package manager for MATLAB — inspired by uv, with a community registry and CI publishing action.

stars forks registry

matlab package manager uv-inspired

🤖 ai-operator (private · WIP)

Agentic-AI assistant for industrial monitoring — LLMs paired with MCP tooling that diagnose, explain, and act on plant data.

status

agentic ai mcp in progress

Also contributing to  river · SIPPY · python-app-template

Toolbox

python matlab typescript latex bash
pytorch sklearn river fastapi pydantic
docker actions uv ruff vscode

The numbers

followers total stars public repos

python jupyter matlab tex other

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activity graph

Built at the intersection of research and industry — let's talk.

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  1. adaptive-interpretable-ad adaptive-interpretable-ad Public

    Self-Supervised Adaptive and Interpretable Anomaly Detection with Dynamic Operating Limits

    Python 5

  2. odmd-subid-cpd odmd-subid-cpd Public

    Change-Point Detection in Streaming Data based on Online DMD with Control

    Python 1

  3. ecompc-greenhouse-platform ecompc-greenhouse-platform Public

    Interactive, web-based platform aimed at enhancing education in Nonlinear Economic Model Predictive Control (NEMPC)

    Jupyter Notebook 3 1

  4. RLS_identification RLS_identification Public

    An algorithm for RLS model parameters identification using MATLAB.

    MATLAB 9

  5. tf2ss tf2ss Public

    Pure Python MIMO transfer function to state-space conversion. Easy-to-install alternative to SLYCOT with MATLAB-consistent results. No Fortran compiler required! 🚀

    Python 3

  6. SIPPY SIPPY Public

    Forked from CPCLAB-UNIPI/SIPPY

    Systems Identification Package for PYthon, the scikit-learn way!

    Python