Hi, I'm Eoin

I'm an ML Engineer & Data Scientist with over 4 years of experience
Reach out if you'd like to learn more!

Contact Me

About

Me working on phase synchrony for MoveAhead

Data Scientist
I'm a Data Scientist who designs Time Series Analysis models to translate complex data into actionable results
Machine Learning Engineer
I have built numerous Time Series & Computer Vision models as part of my work & various projects
Frontend Developer
I have designed & developed multiple dashboards for displaying the results of these models when applied to data in the wild

Experience

Python

SQL

Java

HTML

CSS

JavaScript

Git

TensorFlow

CUDA

React

AWS

MongoDB

Figma

Computer Vision Engineer, MoveAhead
Jun, 2020 - Present
- Designed and implemented testing framework for evaluating open source pose estimation models based on accuracy, efficiency & compatibility with on edge devices
- Developed scalable and efficient data extraction and cleaning pipelines using Pythons SciPy and Pandas libraries to optimise processing workflow
- Conducted exploratory data analysis to design and implement a proprietary biomechanical signal processing Python library adopted as a standard tool across the organization
- Designed & built movement assessment pipelines that achieve over 95% accuracy when compared to gold standard human evaluation techniques & current Motion capture systems leveraging Pandas & Numpy
- Created multiple object detection models tailored to hardware constraints ensuring optimal performance across different devices and systems
- Led client meetings to gather requirements, discuss needs and collaborate on feature development to ensure alignment with business objectives
- Built & maintained frontend applications using Android Studio, React & C#
- Developed internal analytics & visualisation tools deployed on AWS using Matplotlib & Seaborn to provide actionable insights
- Contributed to the design of a scalable backend database architecture combining Amazon S3 and MongoDB for optimised data storage and retrieval
- Contributed to the development of LSTM model for accurate movement identification and classification
- Helped raise the valuation of this 8 person company to +€10 million
ICT Executive Officer, Revenue Comission
Apr, 2019 - Oct, 2019
- Delivered proof of concept that the existing proprietary backend system could be refactored into a set of optimized SQL queries accessed via a Hadoop cluster
- Created interactive dashboard using R’s ShinyDashboard library to effectively visualise and present query results for improved decision making
SWE Intern, Ircona
Mar, 2016 - Jul, 2016
- Worked on component library
- Verify contents of component database