Personal

Tabulara

Tabulara.ai is a web-based application for analysis and transformation of tabular data.

  • Django

Data Scientist certification

Datacamp Data science course on data analysis and visualization.

  • Pandas
  • Scikit-learn

Deymed

2019-2025

EM field simulation

Computing and visualizing EM fields of the coils using inhouse code for computation.

  • Python
  • Numba

Measurement automatization

SW solutions for automated measurement processes that included data acquisition, processing, and visualization.

  • Python
  • Plotly

Medical Compliant SW

Lead developer for software solutions that comply with medical regulations namely IEC 62304, ISO 14971.

  • Delphi
  • Jira
  • EA

University

2013-2019

Rule Extraction from neural networks

Thesis focused on making artificial intelligence more understandable. Neural networks are powerful tools for recognizing patterns and making predictions, but their “black box” nature makes it difficult to see how they arrive at decisions. My thesis explored methods for extracting clear, human-readable rules from these complex models.

Link to thesis on ResearchGate

  • Python
  • Tensorflow

Math

  • Analysis
  • Algebra
  • Information Theory
  • Numerical Methods
  • Statistics

Computer science

  • Data Structures
  • Graph Theory
  • Algorithms
  • Machine Learning
  • Neural Networks

Physics

  • Mechanics
  • Electromagnetism
  • Thermodynamics