About Me

I'm a Data Scientist with over 6 years of experience applying statistical analysis, data analytics, and machine learning to biomedical data. I'm interested in developing simple solutions and adding complexity as needed. I've experience building custom deep learning solutions to classify patient samples using 1D and 2D data, as well as multimodal approaches blending in patient demographics to enhance model performance.

Skills

All Languages

Python

SQL

SAS

Frameworks

Streamlit

Keras

Scikit-learn

Scrapy

Tools

Git

Bash

Mlflow

Education & Experience

For more information, have a look at my CV: EN .

Sep 2022 - Present - University College Dublin

Data Scientist extracting insights from clinical datasets of pregnancy-related illness
Python Keras Scikit-learn Mlflow Streamlit SQL SAS
May 2022 - July 2022 - Royal College of Surgeons in Ireland

Senior Researcher
Python Scikit-learn Keras Streamlit
Apr 2022 - May 2022 - Human Technopole

Visiting Researcher to the Jug Lab
Python Pytorch Keras
Feb 2018 - Apr 2022 - Royal College of Surgeons in Ireland

Research Associate (PhD in Platelet Biophysics)
Oct 2016 - Apr 2017 - Royal College of Surgeons in Ireland

Research Assistant
Sep 2015 - July 2016 - Trinity College Dublin

MSc in Translational Oncology
Sep 2010 - May 2014 - Dublin City University

BSc in Genetics and Cell Biology

Projects

Giddy Goose

Simple web app to showcase nano/mini projects

Demo

Streamlit Scikit-learn Data-science Data-visualization

Open Source Projects

superviolin

6

Python package to make Violin SuperPlots

Demo Github

data-visualisation superplot violin-plot

LTA-printout-to-data

1

A terminal app that takes high-quality images and extracts aggregation curves

Github

data-extraction image-processing terminal-app

Guitar-Price-Prediction

1

Analysis of Les Paul guitars to predict selling prices