Israa Khalid Eltayeb A.

Key Skills

Software

Clickworker

Top Subject Matter

Educational research / qualitative assessment and evaluation

Computational neuroscience (EEG biomarker analysis)

Computational neuroscience (ECoG movement intention analysis)

Top Data Types

Document

Top Task Types

Transcription

Classification

Freelancer Overview

Feedback project member (assessment and evaluation research team). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include SPSS, Python and Google Colab. Education includes a Postgraduate Certificate in Medical Education, University of Dundee (2026) and a Bachelor of Medicine, Bachelor of Surgery, University of Khartoum (2024). Qualitative research experience includes Transcription and Classification.

Labeling Experience

NeuroMatch Academy (computational neuroscience) interactive track/tutee — EEG project

Classification

Analyzed an EEG dataset to identify biomarkers that distinguish imagined versus executed tasks. This required extracting features from biosignal data and building a labeling-oriented analytic workflow to support differentiation of conditions. The project was completed as part of NeuroMatch Academy computational neuroscience training. • Worked with an EEG dataset for biomarker identification • Distinguished imagined vs executed task conditions • Used programming exercises and collaborative notebook-based workflows • Presented the project to other pods and networking with neuroscience professionals

2023 - 2023

NeuroMatch Academy (computational neuroscience) interactive track/tutee — ECoG project

Classification

Analyzed an ECoG dataset to identify features related to movement intention. This involved preparing condition-relevant inputs and deriving feature representations that support mapping neural signals to task intent classes. The work was carried out during NeuroMatch Academy computational neuroscience training. • Worked with an ECoG dataset for movement intention features • Prepared signal-analysis outputs for intent-related distinctions • Followed tutorials and programming exercises in the training • Presented results to other pods and networked with professionals

2022 - 2022

Feedback project member (assessment and evaluation research team)

OtherAudioTranscription

Supported an assessment and evaluation research team by transcribing qualitative audio materials from focus group discussions. This involved converting recorded audio into written text for downstream qualitative analysis and reporting. The work was accepted for presentation at an AMEE conference as part of the study workflow. • Transcribed 2 hours of focus group discussion audio • Contributed to qualitative research processes for moderation/co-moderation support • Prepared preliminary qualitative summaries for team presentation • Supported reporting and documentation for conference submission

2021 - 2022

Education

Work History