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Isaac Ayala Vega

Isaac Ayala Vega

Bilingual Social Science Research Assistant

USA flagSalem, Usa
$20.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Mental Health and Psychopathology Research
Translation and Interpretation
Social Science

Top Data Types

TextText
DocumentDocument

Top Task Types

ClassificationClassification
Data CollectionData Collection
Text SummarizationText Summarization
SegmentationSegmentation
Evaluation/RatingEvaluation/Rating
TranscriptionTranscription

Freelancer Overview

Summer Research Fellow and Research Assistant – Narrative Coding and Thematic Analysis. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Data management and preprocessing of quantitative clinical data, virtual reality data, and nervous system data. Core strengths include LIWC-22, Python, and R. Education includes Bachelor of Arts, Vanderbilt University (2027). AI-training focus includes data types such as Text and labeling workflows including Classification.

Entry LevelEnglishSpanish

Labeling Experience

Research Assistant – Narrative Coding and Linguistic Analysis

TextClassification
The role involved assisting in the transcription and narrative coding of recorded participant interviews to identify and classify dissociative experiences. Text analysis tools such as LIWC-22 were used to evaluate narrative data from participants describing derealization and depersonalization. The process included extracting psychological features and labeling segments based on reported phenomena. • Coded narrative data from patients with schizophrenia and dissociative disorders. • Utilized linguistic software to analyze participant language. • Contributed to the research study on dissociation using labeled narrative text. • Helped translate participant experiences into structured labeled output for future analysis.

The role involved assisting in the transcription and narrative coding of recorded participant interviews to identify and classify dissociative experiences. Text analysis tools such as LIWC-22 were used to evaluate narrative data from participants describing derealization and depersonalization. The process included extracting psychological features and labeling segments based on reported phenomena. • Coded narrative data from patients with schizophrenia and dissociative disorders. • Utilized linguistic software to analyze participant language. • Contributed to the research study on dissociation using labeled narrative text. • Helped translate participant experiences into structured labeled output for future analysis.

2024 - Present

Summer Research Fellow – Narrative Coding and Thematic Analysis

OtherTextClassification
This experience involved supporting narrative coding and qualitative (thematic) analysis of in-depth interview data to categorize themes and classify risk factors. The work required identifying linguistic and cultural differences across multilingual interview transcripts. Work included correcting translation issues and ensuring accurate cross-national classification. • Thematic analysis applied to interviews from over 400 participants across 12 countries. • Classification of narrative content for research on suicidal ideation and mental health. • Supported poster presentations highlighting findings derived from labeled data. • Collaborated with international teams for translation and thematic consistency.

This experience involved supporting narrative coding and qualitative (thematic) analysis of in-depth interview data to categorize themes and classify risk factors. The work required identifying linguistic and cultural differences across multilingual interview transcripts. Work included correcting translation issues and ensuring accurate cross-national classification. • Thematic analysis applied to interviews from over 400 participants across 12 countries. • Classification of narrative content for research on suicidal ideation and mental health. • Supported poster presentations highlighting findings derived from labeled data. • Collaborated with international teams for translation and thematic consistency.

2025 - 2025

Education

V

Vanderbilt University

Bachelor of Arts, Psychology and Spanish

Bachelor of Arts
2023 - 2027

Work History

T

The Center For Student Wellbeing

Peer Guide

Nashville
2024 - Present
B

Body, Mind, And Brain Lab

Research Assistant

Nashville
2024 - Present