I build reproducible research software for EEG, sleep, behavioural experiments, and neurodata quality control. I have a Master's degree in Psychology with Distinction from HSE University's Cognitive Sciences and Technologies programme, with training in EEG/ERP methods, neuroimaging, neural modelling, statistics, and experimental design.
I am open to research software, research-assistant, predoctoral, and PhD roles in Vienna, as well as remote roles within Europe.
- NeuroData Release Security Audit — local, read-only checks of privacy-relevant metadata, file coverage, references, and integrity in neurodata release candidates; current prerelease:
v0.2.1b1. - Sleep-EEG staging evaluation — external evaluation of YASA on 20 Sleep-EDF recordings and 28,259 aligned epochs; current release:
v0.3.1with a Zenodo DOI. - Dense-EEG stop-signal pipeline — traceable QC, event reconstruction, reviewed ICA, provenance, and synthetic benchmarking for 129-channel stop-signal EEG; current release:
v0.3.0. - Neural dynamics models — tested simulations of equilibrium potentials, conductance dynamics, spiking networks, and graph topology; current release:
v0.1.0. - OpenSesame visual-world demo — an eight-trial auditory visual-world software demonstration using generated stimuli; current release:
v1.0.0.
Merged
- BIDS schema warning for behavioural files with onset and duration.
- MNE-Python documentation and tests for OpenBLAS threads and docstring parameter types.
- MNE-BIDS ecosystem validation for tracking-system metadata, rest epochs, nested BIDS roots, and decoding with too few epochs.
- SleepECG contributions covering external actigraphy inputs, repeated searchback scans in unusable ECG segments, and a CAP Sleep Database reader.
Open
- CUDA-backed Hilbert transforms in MNE-Python.
- MNE-Python support for epoched EEGLAB files without events.
- Validation for complete BrainVision file triplets.
- Parallel manual and automated sleep-stage annotations in BIDS/HED.
- HED schema-manifest cache discovery.
Python, MNE, NumPy, pandas, SciPy, pytest, GitHub Actions, MATLAB/EEGLAB, OpenSesame, BIDS/HED, EEG quality control, sleep staging, metadata review, event reconstruction, and numerical simulation.
