Aoife Mcdonagh
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolAoife Mcdonagh is a Senior Data Scientist at HID Global, driving the integration of AI and advanced analytics into critical global workflows and turning data into a strategic asset. With 9 years of experience in machine learning, statistical modeling, and data engineering, she delivers AI-powered solutions that improve automation and decision making across enterprise ecosystems. At One Drop, she productionized a reinforcement-learning driven system for prompting blood-pressure logging and prototyped a chatbot-based nutrition logging platform, co-inventing a provisional patent. Her early R&D work spans Farmeye and Xperi Corporation, where she tackled deep learning for environmental acoustics, image segmentation, and automation. She earned a Bachelor of Engineering (1st Class Honors) in Electronic and Computer Engineering and a Master of Engineering Science in Electronic Engineering from the National University of Ireland, Galway. Based in Austin, Texas, she combines hands-on programming with strategic product thinking to ship scalable data science solutions in global settings.
9 years of coding experience
6 years of employment as a software developer
Leaving Certificate, Leaving Certificate at St.Finian's CollegeNational University of Ireland, Galway
English, German
Github Skills (2)
audio-files10
mls10
Programming languages (2)
Github contributions (5)
aoifemcdonagh/aoifemcdonagh.github.io
Jun 2020 - Jul 2022
There was an attempt
Contributions:2 PRs, 45 pushes, 3 branches in 2 years 1 month
python
aoifemcdonagh/audioset-processing
May 2018 - Mar 2021
Toolkit for downloading and processing Google's AudioSet dataset.
Contributions:67 commits, 53 pushes in 2 years 10 months
downloadingmlsdatasetaudio-files
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