Hello! 👋

I'm Ellen Martin

MS Data Science Student, MRes Developmental Neuroscience and Psychopathology, BSc Psychology

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About Me

I am a current MS Data Science student at the University of New Haven. I previously worked as a Resesarch Technician at the Yale University Rutledge Lab, a cognitive computational psychiatry lab. I am interested in combining my background in neuroscience and psychology with current approaches in data science to improve mental health research and inform clinical practice, particularly as we consider the role AI may play in future mental health care. In addition to technical data science skills, such as R, Python, MATLAB and SQL, I have experience working with clinical and vulnerable populations, and a wide variety of client populations.

R Python MATLAB REDCap SQL AWS Git SPSS Publication

Projects

Urban Crash Risk Radar

A web application that allows users to view the predicted risk of car crashes in a given city. The risk score is calculated using an XGBoost machine learning model trained on 8 years of national crash data.

PythonMachine LearningWeb DevelopmentData VisualizationAWSGit

Anxiety alters mood sensitivity to outcomes during risky decision-making

Research project presented at the Computational Psychiatry Conference (2024) in collaboration with the Yale University Rutledge Lab

MatlabRComputational Modeling

Simulating Rodent Learning Using Reinforcement Learning Models

Project submitted for the course DCSI 6612: Introduction to Artificial Intelligence, modelling rodent learning using reinforcement learning models.

PythonRLComputational ModelingArtificial IntelligenceQ-Learning

Language Conceptualizations of Depression

Exploratory research at the Yale Rutledge Lab examining how open-ended text responses to depression questions compare to standardized numerical surveys.

MatlabRPythonNLPDimension Reduction

PlaylistFit: A Spotify-based Music Recommendation System

Project submitted for the course DCSI 6003: Machine Learning, using Spotify data to train a music recommendation system.

PythonMachine LearningData VisualizationFeature EngineeringModel Evaluation

Publications

Substance Misuse, Executive Function, and Young Adult Intimate Partner Violence: Direct and Indirect Pathways

Martin, E. J., Ramos, K. N. L., Modanesi, E., Mayes, L.C., & Stover, C.S.

Journal of Interpersonal Violence

2025

Yale and UCL Masters thesis and published research examining the pathways that contribute to interpersonal violence between young adult dating couples.

RJamoviPublication

Understanding the relationship between loneliness, substance use traits and psychiatric disorders: A genetically informed approach

Martin, E., Schoeler, T., Pingault, J.B., & Barkhuizen, W.

Psychiatry Research

2023

Undergraduate final year dissertation and publication from UCL. Implemented Genomic Structural Equation Modelling to examine the complexity of relationships between loneliness and mental health traits.

RGWASGenomicSEMPublicationCausal Inference

Assessing rates and predictors of cannabis-associated psychotic symptoms across observational, experimental and medical research.

Schoeler, T., Baldwin, J., Martin, E., Barkhuizen, W., & Pingault, J.B.

Nature Mental Health

2025

Assisted with verifying inclusion of studies for meta-analysis.

ExcelMeta-analysis

Comparing in person to telehealth delivery of a family violence intervention.

Stover, C.S., Holland, M. L., Martin, E., Modanesi, E., Fish, M. C., & Beebe, R.

Clinical Psychology and Psychotherapy

2024

Conducted literature review and contributed to the introduction and discussion sections of the paper.

PublicationLiterature Review

Experience

Resettlement and Employment Volunteer

IRIS New Haven

July 2025 - Present

Assisting with database management and analyzing client demographics and outcomes
Assisting clients with seeking and obtaining employment
Delivered workshops on job readiness, workplace etiquette, and resume building

Postgraduate Research Technician

Yale University

Jun 2023 - December 2024

Assisted with the collection of behavioral, neuroimaging and smartphone data, in addition to processing and analyzing data
Designed surveys and tasks for a 12-month longitudinal follow-up
Developed pipelines for cleaning and preprocessing data from the online Gorilla experiment platform
Improved database systems for tracking participation and payments across multiple study arms
Collaborated with a team of engineers and developers to improve app experience and data collection

Research Assistant

Yale University

Aug 2022 - Jun 2023

Conducted interviews with participants in the Fathers For Change intervention
Collaborated on data analysis and publications
Analyzed data spanning 30 years to examine pathways contributing to intimate partner violence
Developed an AWS s3 Bucket and Python pipeline for accessing biobehavioral data collected on smart-watches

Psychology Assistant

Crescendo

Dec 2019 - Aug 2022

Worked 1:1 with children facing neurodevelopmental challenges
Implemented a literacy program to improve children's reading abilities
Participated in clinical note-taking and clinical supervision

Education

Master of Science in Data Science

University of New Haven

2025 - Present

Dean's Scholar

Master of Research in Developmental Neuroscience and Psychopathology

University College London

2021 - 2023

Graduated with Honors
Final thesis published in the Journal of Interpersonal Violence

Bachelor of Science in Psychology