The latest SPECTRA EdgeMed proposal is the source for current project roles. Published author names may differ from the group’s preferred spelling.
National Polytechnic University of Armenia · Yerevan, Armenia
Scientific lead
Professor · Doctor of Physico-Mathematical Sciences
Leads the mathematical foundations, spectral methodology and scientific review of the group’s research. His work includes Walsh and generalized Walsh systems, greedy approximation, universality and multiplier operators.
Research design, mathematical controls, methodology and supervision.
Data audit & reproducibility
Doctoral researcher
Works on data curation, split and annotation audits, baseline models and anomaly scoring. Published work with Sergo A. Episkoposian also examines hybrid transform-based encryption and implementation comparisons.
Dataset manifests, leakage controls, baseline models and reproducible experiments.
Signal quality & embedded systems
MSc
Develops artefact-aware features, signal-quality checks and ARM integration. His published work includes Haar-transform integration experiments with AES.
Quality handling, device integration, performance measurements and software packaging.
Compact AI & model evaluation
MSc
Leads AI training and comparisons, compact prediction heads, calibration and experiments. Published audio studies provide experience with DCT, Walsh–Hadamard transforms and numerical signal-processing implementations.
Model training, comparator implementations, QRS-detection experiments and calibration.
