I am a current MS Data Science student at the University of New Haven and a Research Assistant at the Yale University Polimanti Lab! I have an MRes Developmental Neuroscience and Psychopathology from Yale University and University College London (UCL), and BSc Psychology degree from UCL.

• 🔭 I'm currently working on Big Data Analytics in Psychiatric Genomics and Longitudinal Health Data
• 🌱 I'm currently learning Population Genetics, Health Analytics, Causal Inference
• 👯 I'm looking for positions in Psychiatry Research, Health Analytics, Population Health
• 📫 How to reach me: martin.ellenjane@gmail.com
• ⚡ Fun fact: **I love houseplants, independent music, soccer, film photography and bouldering! Check out my photography insta account at 35mm.ellen **

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Submitted for final Natural Langauge Processing class project

• Model Evaluation (BLEU/ROUGE/BERTScore/TF-IDF Cosine Similarity)
• Word Embedding

Submitted for final Deep Learning class project

• Model Fine-Tuning and Comparison
• Hyperparameter Optimization
• Image Annotation
• Computer Vision (Instance Segmentation and Object Detection)

Project submitted for the 2024 Computational Psychiatry Conference in Minnesota

• 🔬 Computational psychiatry research
• 📊 Data analysis and visualization
• 🧠 Behavioral modeling

Exploratory analysis of CT Drug-Related Deaths between 2012-2024

• 📈 Time series analysis
• 🔍 Exploratory data analysis
• 📊 Data visualization

Genomic Structural Equation Modelling and Mendelian Randomization of Loneliness and Psychiatric/Substance Use Phenotypes

• 🧬 Genomic analysis
• 🔍 Unsupervised Machine Learning
• 📐 Structural equation modeling
• 🔬 Mendelian randomization

Longitudinal data analysis examining the link between prenatal cocaine exposure, executive function and young adult relationship violence

• 📊 Longitudinal analysis
• 🧠 Executive function assessment
• 🔬 Statistical modeling

Simulating mouse behaviour from Beron et al (2022) as a final project for DSCI 6612 - Introduction to Artificial Intelligence

• 🤖 Reinforcement learning
• 🐭 Behavioral simulation
• 🧠 AI/ML implementation