プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Meysam R.に依頼

Italy

Computational Neuroscientist | EEG/BCI, Riemannian Geometry, Python, Statistics

プロフィール概要

I'm a computational neuroscientist specializing in EEG/biosignal analysis, Riemannian geometry, and rigorous statistical validation, currently completing my MSc in Cognitive Neuroscience at Sapienza University of Rome (admitted Rank 2). My recent benchmark work: a controlled comparison of a geometry-aware EEG decoding method (Riemannian tangent-space, built on pyRiemann) against deep learning models (bidirectional Mamba, SPDNet-style networks) across eight public motor-imagery datasets. The geometric approach matched or beat the deep models, with large, rigorously validated effect sizes (Cohen's d = 1.06-1.50, full non-parametric statistics: Friedman omnibus, FDR/Holm-corrected Wilcoxon, bootstrap CIs, Critical-Difference analysis). I recently contributed a reproducible example of this method to MOABB, the open-source EEG-BCI benchmarking framework used across the field, and posted the manuscript as a preprint. Alongside this computational work, I bring hands-on experimental experience: for my MSc thesis at the Santa Lucia Foundation (IRCCS) in Rome, I am running a neuronavigated TMS-EEG study on the brain's attention networks, giving me direct experience with causal neurostimulation, EEG artifact handling, and controlled experimental design in a clinical research setting. What I can help with: - EEG/biosignal analysis: preprocessing, artifact rejection, feature extraction (MNE-Python, pyRiemann, EEGLAB, FieldTrip) - Statistical analysis and validation: non-parametric hypothesis testing, effect sizes, power analysis, review of existing analyses for methodological soundness - Machine learning: model design, benchmarking, and honest evaluation of when added complexity is (and isn't) justified - Academic and research writing: research statements, manuscript drafting and revision, literature synthesis I collaborate with a lab at KU Leuven (Belgium) on EEG decoding research and am selected as a NeurIPS 2025 Reviewer (UniReps Workshop). I value clear communication and realistic timelines, and I'll flag early if something isn't working rather than let a deadline slip silently.

専門分野

• ☆ Computational Biology
• ☆ Biostatistics
• ☆ Neuroscience
• ☆ Computational Neuroscience
• ☆ Cognitive Neuroscience
• ☆ Neuropsychology
• ☆ Systems Neuroscience
• ☆ Biological Engineering
• ☆ Data Collection
• ☆ Human Behavior & Psychology
• ☆ Cognitive Science
• ☆ Human-Computer Interactions (HCI)
• ☆ Python
• ☆ SPSS
• ☆ Matlab
• ☆ Excel
• ☆ SAS
• ☆ STATA
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Oracle
• ☆ Hadoop
• ☆ Markup Languages
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Meta-Research
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ Instructional Materials
• ☆ Release Notes
• ☆ Experimental Protocols
• ☆ SOP & Protocol Writing
• ☆ White Papers
• ☆ Case Studies
• ☆ Textbook Content Writing
• ☆ Science Communication
• ☆ Literature Review
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review
• ☆ Course Content Writing

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Clinical Trial Documentation, Medical Writing, Technical Writing, Creative Writing

Research User Research, Meta-Research, Feasibility Study, Technology Scouting, Gap Analysis, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Processing

職務経験

Computational Neuroimaging Analyst

Santa Lucia Foundation IRCCS

5月 2026 - 現在

Research Collaborator, BCI/EEG Decoding & Machine Learning

KU Leuven, Laboratory for Neuro- and Psychophysiology

3月 2026 - 現在

Graduate Researcher

Santa Lucia Foundation IRCCS

11月 2025 - 現在

Reviewer

NeurIPS (UniReps)

7月 2025 - 現在

Research Supervisor

Life Design Academy

1月 2024 - 3月 2026

学歴

Cognitive Neuroscience

Sapienza University of Rome

9月 2023 - 現在

Psychology

Payame Noor University - Iran

10月 2019 - 9月 2022

認定資格

• Associate of the Conference

  Alert

  5月 2022 - 1月 2026