Miryam Elizabeth

Data Scientist

https://talent.gravityer.com/miryam-elizabeth

PhD in Computer Science

Tecnologico de Monterrey

Key Strengths

Demonstrated experience with Python for data science projects.
Extensive personal projects related to Natural Language Processing (NLP) and Machine Learning (ML) in the context of mental health and social media analysis.
Experience with Jupyter Notebook for data exploration and model development.
Current role as a Data Scientist at Tecnologico de Monterrey indicates direct relevance to the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong focus on social impact and research, particularly in mental health and social discourse analysis. This indicates a potential fit for organizations valuing research-driven data science and ethical AI applications. However, the project descriptions are brief, and there's limited information on collaborative work or diverse industry applications beyond academic research, which might limit cultural fit in a fast-paced, product-oriented environment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

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Projects

regional-stereotypes-mexico

April 9, 2026 – Present

This repository contains the materials related to the article "Assessing territorialized bias in Large Language Models: Evidence from Mexican municipalities across models and prompting strategies".

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datasets_ML_spring2026

January 29, 2026 – Present

datasets_ML_spring2026 — GitHub repository

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Mexican-discourse-news

May 16, 2025 – Present

This repository contains the materials related to the article "Public Opinion and Emotional Discourse: A Study of YouTube Comments on Mexican News in 2024".

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LLMs-MentalHealth

December 6, 2024 – Present

This repository contains the materials related to the article "Addressing Class Imbalance and Explainability in the Detection of Mental Disorders from Social Media Data".

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Wildfires_MentalHealth

April 20, 2023 – April 10, 2024

Wildfires_MentalHealth — GitHub repository

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Twitter-Mental-Health

November 16, 2022 – November 14, 2023

This repository contains the materials related to the article "Extracting Mental Health Indicators from English and Spanish Social Media: A Machine Learning Approach".

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Course-Project

November 28, 2021 – November 29, 2021

Course-Project — GitHub repository

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OCKRA-classifier

June 29, 2020 – June 29, 2020

OCKRA-classifier — GitHub repository

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psychic-garbanzo

December 5, 2018 – December 5, 2018

psychic-garbanzo — GitHub repository

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ComputerVisionExperiments

August 24, 2018 – November 5, 2018

ComputerVisionExperiments — GitHub repository

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Key Strengths

Demonstrated experience with Python for data science projects.
Extensive personal projects related to Natural Language Processing (NLP) and Machine Learning (ML) in the context of mental health and social media analysis.
Experience with Jupyter Notebook for data exploration and model development.
Current role as a Data Scientist at Tecnologico de Monterrey indicates direct relevance to the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

Miryam Elizabeth

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit